tag:blogger.com,1999:blog-82168689331196185282024-03-18T21:38:04.552-07:00An eye into my World -Tricks, Thoughts, Ideas, SolutionsA collection of tricks, thoughts, ideas and solutions from a graphics programmer. This blog contains my experiences, tips and tricks, everyday problems and their solutions. This blog serves not only as my reference but also for the whole world at large.MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.comBlogger102125tag:blogger.com,1999:blog-8216868933119618528.post-13772762869156140522019-05-02T11:25:00.000-07:002019-05-02T11:27:23.839-07:00Writing a new book on ArrayFire library<div dir="ltr" style="text-align: left;" trbidi="on">
My first post after a hiatus of a few months. I was bogged down in a lot of administrative stuff recently at my university. Meanwhile, I was exploring a few libraries. At GTC, I came to know about a new library called ArrayFire. I started exploring it and I found it to be really useful. I then decided to do a book on it. I am done with the first two chapters almost. For those of you who might want to have a look, here is a free pdf so far. All content will be BSD so you can use it in your own projects as you deem fit. I might as well find a decent publisher for this if there is any interest.<br />
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<a href="https://www.dropbox.com/s/2vrj8zkjou6lqoe/GettingStartedWithArrayFireLibrary.pdf?dl=0">Click here to download the incomplete pdf</a><br />
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I will update the contents soon. I will also upload the full source code on my git handle @mmmovania.<br />
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Enjoy!!!<br />
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MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-8124777260204174832018-04-20T09:55:00.000-07:002018-04-20T09:55:01.250-07:00Replicating Matlab sort function in c++<div dir="ltr" style="text-align: left;" trbidi="on">
Like most scientist out there, I also use Matlab often. Sometimes for my papers, I need to replicate functionality of some Matlab functions. For a recent project, I needed to replicate the functionality of the Matlab sort function i.e. ([sorted, indices] = sort(data)) in C++. As always, I went online and searched Google, which gave me quite a few links but the best of them all which gives a very detailed explanation of the function was Alec Jacobsen's <a href="http://www.alecjacobson.com/weblog/?p=1527">http://www.alecjacobson.com/weblog/?p=1527</a>. The function he gives is almost correct however it has one slight issue. The indices array returned is not sorted on the range of repeats of the value which is how Matlab does in the sort function. <br />
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To do this, the index array has to be range sorted (before the indices array is returned ) as follows:<br />
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<span style="font-family: "Courier New", Courier, monospace;">//get index ranges and sort</span><br />
<span style="font-family: "Courier New", Courier, monospace;">int start = 0;<br />for (int i = 0; i < sorted_values.size() - 1; ++i) {<br /> if (sorted_values[i] != sorted_values[i + 1]) {<br /> sort(idx.begin() + start, idx.begin() + (i + 1));<br /> start = i + 1;<br /> }</span><br />
<span style="font-family: "Courier New", Courier, monospace;">}</span><br />
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This gives the correct result. This is added in the sort_indexes function.<br />
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To sum up, the following is the complete implementation. I am replicating my complete code here to keep this post self contained for reference later.<br />
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<span style="font-family: "Courier New", Courier, monospace;">// This implementation is O(n), but also uses O(n) extra memory<br />template< class T ><br />void reorder(<br /> std::vector< T > & unordered,<br /> std::vector< size_t > const & index_map,<br /> std::vector< T > & ordered)<br />{<br /> // copy for the reorder according to index_map, because unsorted may also be<br /> // sorted<br /> std::vector< T > copy = unordered;<br /> ordered.resize(index_map.size());<br /> for (int i = 0; i < index_map.size(); i++)<br /> {<br /> ordered[i] = copy[index_map[i]];<br /> }<br />}</span><br />
<span style="font-family: "Courier New", Courier, monospace;"><br />std::vector< size_t > sort_indexes(std::vector< float > &data,<br /> std::vector< float >& sorted_values) <br />{<br /> // initialize original index locations<br /> std::vector< size_t > idx(data.size());<br /> std::iota(idx.begin(), idx.end(), 0);<br /><br /> //sort data<br /> //copy data <br /> std::copy(data.begin(), data.end(), std::back_inserter(sorted_values));<br /> sort(sorted_values.begin(), sorted_values.end(), [](float a, float b) {return a < b; });<br /> <br /> // sort indexes based on comparing values in data<br /> sort(idx.begin(), idx.end(),[data](size_t i1, size_t i2) {return data[i1] < data[i2]; });<br /> <br /> //get index ranges and sort<br /> int start = 0;<br /> for (int i = 0; i < sorted_values.size() - 1; ++i) {<br /> if (sorted_values[i] != sorted_values[i + 1]) {<br /> sort(idx.begin() + start, idx.begin() + (i + 1));<br /> start = i + 1;<br /> }<br /> }<br /><br /> return idx;<br />}</span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-68076759017717357212017-07-27T10:12:00.001-07:002017-07-27T10:12:12.817-07:00WebGL Insights book goes free for download<div dir="ltr" style="text-align: left;" trbidi="on">
A good news. The book WebGLInsights in which I contributed a book chapter is now free to download from the book website. <a href="http://www.webglinsights.com/">http://www.webglinsights.com</a><br />
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Thanks to the publishers and the contributors.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-56718135242298465492016-10-30T02:34:00.004-07:002016-10-30T02:46:15.437-07:00Glass effect in Three.js<div dir="ltr" style="text-align: left;" trbidi="on">
I have been frequenting Philip Rideout's blog. Recently, I had to implement the glass effect in three.js. I found out a nifty technique thanks to ofcourse Philip who details a pretty useful technique <a href="http://prideout.net/blog/?p=51">here</a>. I managed to port it to three.js and then I added in specular highlights. The result ...<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhJ8gDZosZqAt60Lgo5TluGLi76VvSnTvHc8NqIeBIpWU8aIo1p_6aengBsAhhwU4hr6Uz9Nf5q_x0otS7guKMxcOHTVkqZhRRMQO2lQztifEjwNpBhVhP_vyZuDGk8bPc2TN2b2-wnqrU3/s1600/dragon.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhJ8gDZosZqAt60Lgo5TluGLi76VvSnTvHc8NqIeBIpWU8aIo1p_6aengBsAhhwU4hr6Uz9Nf5q_x0otS7guKMxcOHTVkqZhRRMQO2lQztifEjwNpBhVhP_vyZuDGk8bPc2TN2b2-wnqrU3/s640/dragon.png" width="460" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Dragon </td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8HPfmuMHbceZbYmh18EhbL0CFmyHLUP2zSWTuU-7wnqwUw_n19F2UewPBbXT33cme0K5rVAoeFjfZDqzvCMAEUPif2qoghIxeBTc7oLqYsixyRIF-N9kcQhC-UJEh896ztmcF_Fv489FN/s1600/bunny.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8HPfmuMHbceZbYmh18EhbL0CFmyHLUP2zSWTuU-7wnqwUw_n19F2UewPBbXT33cme0K5rVAoeFjfZDqzvCMAEUPif2qoghIxeBTc7oLqYsixyRIF-N9kcQhC-UJEh896ztmcF_Fv489FN/s640/bunny.png" width="571" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Stanford bunny</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNDMklKIE8120_e7Z9pH5pNL4EYtV4WU_YQmo26ztVDlkg1NrjqMDFWVtZW0JgpyzkIFrbE2g47Ff_Kp8usfbfeNDrz5isF2_XLCEQ_4rXSfArYSfdRP_XlHHsAeGI6PWzcnhpAAJOI0eA/s1600/armadillo.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgNDMklKIE8120_e7Z9pH5pNL4EYtV4WU_YQmo26ztVDlkg1NrjqMDFWVtZW0JgpyzkIFrbE2g47Ff_Kp8usfbfeNDrz5isF2_XLCEQ_4rXSfArYSfdRP_XlHHsAeGI6PWzcnhpAAJOI0eA/s1600/armadillo.png" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Armadillo</td></tr>
</tbody></table>
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<div class="separator" style="clear: both; text-align: center;">
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I will detail the internals if there is some interest.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com3tag:blogger.com,1999:blog-8216868933119618528.post-31523744160089937982016-01-03T21:10:00.001-08:002016-01-03T21:18:00.419-08:00Preview of my article in Game Engine Gems 3<div dir="ltr" style="text-align: left;" trbidi="on">
My article in Game Engine Gems 3 is about implementing deformables using <a href="http://matthias-mueller-fischer.ch/publications/strainBasedDynamics.pdf">Strain based Dynamics</a>.<br />
Some excerpts from the Introduction<br />
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<i> This chapter provides a simple and straightforward implementation of strain based dynamics for both surface (cloth) and mesh models (tetrahedral mesh). A snapshot from an implementation of the technique described in this chapter is shown in Figure [xx].</i><br />
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Snapshots from the included demo:<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLE_Z7FZfZ55yMc966tE24KcilwfjnZ1O8kVsaQvsEj29J4FMmF7rjUEovY3Non1NI3O6-Xrk_NTxwA9IGSiyroWDDbs9SBvW4RW7CSJBHpOFLKL_eWGneDIRjTJ55uggHBofMHIqPR-tI/s1600/B.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhLE_Z7FZfZ55yMc966tE24KcilwfjnZ1O8kVsaQvsEj29J4FMmF7rjUEovY3Non1NI3O6-Xrk_NTxwA9IGSiyroWDDbs9SBvW4RW7CSJBHpOFLKL_eWGneDIRjTJ55uggHBofMHIqPR-tI/s320/B.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Strain based dynamics for simulating tetrahedral meshes<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjopwikvHfGVorruetO1anxvxzzWOp-Tr93-YBEykWPhUkbmrOhxTqbCNNZlw73MmnvdDY4aX6ULh6XCUEMf2hmTYWfDJHEkJ4hMOm1oNQOfOU9_PH-er9wfUjG7F2PAvbC7HqEWW367UWq/s1600/A.png" style="margin-left: auto; margin-right: auto;"><img border="0" height="224" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjopwikvHfGVorruetO1anxvxzzWOp-Tr93-YBEykWPhUkbmrOhxTqbCNNZlw73MmnvdDY4aX6ULh6XCUEMf2hmTYWfDJHEkJ4hMOm1oNQOfOU9_PH-er9wfUjG7F2PAvbC7HqEWW367UWq/s320/A.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Strain based dynamics for simulating anisotropic cloth</td></tr>
</tbody></table>
</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiCah-7TYBOwy0An4j7FUoV1SWmVWCOUQgqL1946vgeyrlxhX4ueoS_K3auwXnI8DNe5kjAxx4wDM8lbbdUDvZ_MSqb_00hlTWaZOGM5AyKjg6_gamhTmQKW384rzFOKZpKjL44xGKqrVSX/s1600/C.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiCah-7TYBOwy0An4j7FUoV1SWmVWCOUQgqL1946vgeyrlxhX4ueoS_K3auwXnI8DNe5kjAxx4wDM8lbbdUDvZ_MSqb_00hlTWaZOGM5AyKjg6_gamhTmQKW384rzFOKZpKjL44xGKqrVSX/s320/C.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Live manipulation of cloth mesh</td></tr>
</tbody></table>
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<i> </i>The book will be published at GDC2016. Additional information may be obtained from the original book website <a href="http://www.gameenginegems.com/geg3.php">Game Engine Gems 3</a>. Hope all of you will have a lot of fun reading this chapter. I had a lot of fun writing it. Hope all of you will love this book as it contains a lot of cool chapters. Really looking forward to it.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-47361659050225314682015-09-03T00:22:00.001-07:002015-09-04T08:32:20.687-07:00My profile included in featured author list of AK Peters CRC Press<div dir="ltr" style="text-align: left;" trbidi="on">
Alhamdulillah, I have been selected in the featured author list of A.K. Peters/CRC Press featured author list.<br />
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Snapshot from the webpage<br />
<img alt="" height="356" 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c6O/oHbBAAAAID7ghKHT0AhQOMatlT+8wOZ+891h0e/Y7AATr+7rHja0uIffNYYftpvN79dPG1p8TT7qZjJ/MFDh6ctLZ629KsdLeN+Vg6219XfOHCI1zkF4RbApS8yi6ctLZ6WWXt5TFMqz8M/bT070hFyFcAvj50iatq6b9rSYv7Db7SEgggLQEmveKGwPXr2YAGAsQALAEwSapN8iZ5ftJETrI0t3UTyNnjyjoAGKydYXkzdrhSHKwXhEhHRmbNX09O/fiwpe/HLeUTi88/n8IY1vCFd3krQaHLVdkhE/v7bfv+QshufFsqq1eZE97KqfLDsPCdY3nijWHlAzf/X6hTYDyES+YRMTrAY+ExesEwXzLyQwc/I5AWTzV4x8hVExekQJSKnyxNvsDhdnnEPlEQiauvy/fOcDawVQoLR+lXpOfZUxJwkGCxxRgtnNMUZTQkJ1hpnR/Qx3xWJiIYXL9nOCxb2wLA2+7r8fyV5weP1LV6Sz7pC8oIpzmjhDOnp6WUTNh4AAAAA6BhzR8C7twO8cfhIklq7/ouvMg91qEvbo11FjrRjrnWTlh0Qq63Arb+fkSsFfld9dpzPEinB9h9d7XT+098VT1tazH9w4kakBRBhVYTlTcSKwEe6ERW5CkBuAVB97AdLi6ct+1prd6C3AAa6Tm79Sm9PKMACAOMAFgCYPJTQL2eTkxMs6ZmH1EA6MTmbY439DFZeMKnr9vKKtEQ2e4Uc6guWdzNLVqYdiDNapwuZnFHeSvDpOZ80Nl3R9eRTy9pF9WySqCTsj98CSFu5nxcyCopOq/eha90vnzekXMjp8tQ4O5zu9rdW7eUFS+6mEzXOzmr3aFkAESNyuVrjjBans2PcA5VIkuTRlpacI6JdhfVseZ+UoarXijOaVqYdcLrbnS5PjattoD9I+k0MJgiJqKTkwsbNtRS2PQGF/zpMEp1tupyYnD0ryZaTe7zfP0Qk9g4EbPaqjZtOTOSAAAAAAKASq/ncyIH6Xbjhcr/9/z5XXjV6l77vZgGESesXOKZnIyyAd5x/1zoR7FlTHWwv/Oo+WgCD9e8sK9Z1B2RZA7pmgTHekc9TCr8NL0KABQDGASwAMDmIJBHdYV3oOrv8nNGUmJxNyvL5z9/YzQsm1guAM2Z8VXpBIm1pvaOrz8Bb4meYecHCC6ZsRwUvmFi1P2c0paRuLS39diJHqv9BJInI5w/wgoU3WH2+QXVbgjEUFAzb7UfiDeZqt1futS+FXK72arfX5fL4fYMs/HW5Wom0goXG5qveTl+128MLJpe7U33c5Wp31nS6XO1qi8R+f6DK1Tngu+10t7d7+7TieRJfe6Mozmi55PXLDQuVbQIj7o4XTDZHedhdS1TrbO/o8jU1X5XTNIjONl91utur3e39/iH2pnR0+dzuDiKxoaXb6fI63e3KVWT/paWp2+nyON3tA77bRNTY0u10t7N58/ffdrk8Tpe3q8snlz0oqQcvvpwfbzDXOj2S0leBtDQBkiTJ5fJ4O/sbzl5ubOlW3gKqdrfXuNrONl9TZ8bbedPFEigkYmUFNc4ONglOd7vH2+/vv+1ytbtcHo86bwAAAMDUJLwj4DuHv/sZb3VVOf/zzeJpusXtiS8EkHMN9j2TWXng5JWY6QYjPhvLAiDq/CJzt/yrUiBARETtO/5YPG1p8bQPTuia/40Sgcs38syO2P86DR4+EmvXA10tQJQF8OSnZ25FngYWABgHsADA5CCHzWwtWqLFL2/jjKaConoiIkksKDrNGU1sSZ8zmp5/PrffP8Sq7n0DgwsW5nJGE2fI5I3Wlav2fWiv5AXTY8m2tJV7Orv896GPvdLYX25nH7I5yuOF9LSV+8d3HZFs9gpesLhcHnai5xbmPvZEdkrqdl4wPTX7Y3//7ZxN7jijdVdhvXrRxOTslWn7XS5PQsKaKvffSSK/f+gni3IShIxn/jWXM2Q+PWd9U/NViaja7eGMpp8syokX0nnB4vH2E5FEokihareXEyzPLczp999Wax/UDH+1SWGc0WSzV8gtAyVJaaZoeizZxguWOKOlpal7SeqOeCE9JTU/foZ5VpLN4+2TJMm2tpIXLM8+v/HxZNvjs+ycYElbuZ+duaPL9/yiTXFGy6wnPkxIsC74141ElJKazwsWIrGryzfriQ8Tk7Ofmv3x03PWS2ozRYmamrt5wfTaL3aS8qBEd7SCC1EiEnnBNOsJG9sJ8mxTV2NLd1JSNidYFizczBkyU1K39/vuSFLIvvZYvMGs3q/NXsEb1jAHhBcsy5cXPZb0wew56x97IosTrPKHEAAAAJii1L9zHyLJoKvyn3Tp69+9HeDi3aNsLqAxvmfDLAC1k//u//rwkP4wVq6v3zJg1Ahc6R2gnDZiYuRmgdFSawF0hQD+8qNJS4unLfsq73REJ0JYAGAcwAIAk4NuVV8kEktKznGC5ek5n7BnRQo9NXd9vMGcYDTzCWZ+hvm5hTklpS27i888NXtD3IwM3mjlBEtiss3j7S8sbtxV2OD33VIy8kMT6QCoewfIff9Ef19wVlI2J1hamrqV8vWQ4miMeGVmHzjWVsUbzGxFWiKxoOiMv/82kZiTe5wXTDm5xwd8Q/EGs9oBsajwNGc0Od3tTmcHJ1iq3R4iSl2y9fEnPmxqvjpMobPNVxOTbc8tzCEip8vDG6zPLcytcXYcLPuWlFYLROTvCz7/fA5nyHx+0aYef5Ak6ujqq3K1he0XIEm8YFmZttft7qyp9jjd7f3+25JECQbTrOSsrw6dLy48TRKVlJzr7PKzy3GCxbb2GBHZHOVxRtPvVn3FKjVSFudxgsXb6SMSFyzK4Qzm6tpWtrbPltlfSt3MG60Skc1eEWe0soyABnklXx5PzuYTnGC12yvC9laUkXcT4IympMdtLpdnV9EZn28wMckxZ/bHLDWjpORc/AzrW2n7JCK7/QhvtMobSRDZHOXs6pIUijNaOIN5V/FpEsnff/upuesTk7P9/qEJ/AQBAAAA3yOUdvejaUxxZnnlkk0nGs/7gkREwe79rMHeodKxZgEo4e64NgWM4rtYAES+qnVfxKh9UBIlkszOerm/gZybEHNm/CVf86wOYusZdiM0cKOttqGpTa0CCH9hW+2/L9XVAoS1A/S5NuyJ4YzAAgDjARYAmBzUaFlpeEez53wcZ7TIjeIlamq+/NgT2bxg4Y3W6YKZEyycYOUMZs5o4gQrZ8gUEiw7i76RWEt5iUgalpSA9l73z4s9TpbhL8nLz5JtbSUnWFJStyvl9KTUAoy4wx8pdofNXhE/w1rjaiMS2YZ4Z5qvpGceemru+gSD6QPHMSIxbeV+XrB4vH1ElJK6dXHqVmLxttHkdLe3XerjZ5h/l7ZPvrR0Z3VGWYLB0tJ01elu5YymnE1OCtuDkPy+WyzdIDPzSLzB/PgTHzU2XcnJPW4QrHJfBCVtgjNkcoKVT8jkjVZesDhdHpKIFyx/ziwj5W0SSWpq7k7PPDz7Rx/HC+l2R6VEZHdUcgazx9vHgvNdxfWc0VTtbm9q7uZnmNPTj6gzwM6Qkro9XsgkIperPc5oWrAwV/VTQvK0h2xrq3WFCSxhRCQSC4pO29ZWkyhJRJxgfdd0iLkzJSXnOKOJfX7YhV58OT/BYCK27J9gVt8Iu6OSFzLYhoe8YFmwKIeUjSEKdjfEM0cAAAAAmJJMmAUQq6eAus3eWCwAousnPvsyVpK8Vsw/wqnoHp+NtADCyyK0kwS/LSyZMY6ZuV61bk/UwQfyGtUqgH0bjuuPl6dCrgWI2BHg+ul32Z6F6+pvRL0EFgAYC7AAwCQhyQvjal56UeEZzpjx9Jz1ft8gqxFoOnt19uxPEgys7D8jzmjiBEuCwcTPMPOCUjWgFLSLktZ+bwILARR/QQunH3siK95grnFFJ3Pd1XcQbfYKXjDVODvZTb/2RhEvWH6Xtuersm85Q6ZjbRURtTR1Txcy7Y7qzs5efoZ5Z1E9EdU4O1kFgcvp5Qxm29pqNa3dbi+PM1qc7nZnTScvmGpcbexaSisAMXdTLS+YdhWfliQqKjzNGdIfeyIrPb0swWCRlD35JIkkieJnmG1rq0UKEUt8ICIiTrDY1x5TigVCK1bu5wXLWyv37CqujzNabI5yiSjbUWEwZqoz4Kzp5ASL09nmcnfFG8wFRafVHgRsYIuX5CcIGWxKCwvreMHECRbWW1FN9S8pucDPMK9YtZfdjaS8sSmp+fEGC7sQL1hsbGwS2R3Vsm0hM2xbe4wXTCJJ2Y4KzmhS9jaQ7I5qXshgp+WMpvTMw3L1AQ3XOj0JCVbVdwAAAACmGooFELPh/12b2+u4eCbvo4NPvcl6Ae6e+duDb+9uVkPWsVkARBTsOOZ8+919M5cVT1taPO3ne57JrDzaHFYIf38tAAqe+mxPlAVARMFup1sb2NLdM3+778UPqktPj9Tp+fq5/ZWvrvyC17oSVJ+6rlQB/PLYqfCjlVqDrw9fj7IAtPwIvRUCCwCMA1gAYLLQqtDVjIDFS/LjhUzb2mpSHvf7hwqLT//89aLE5CxesEwXLI8l29LSDni8PpGU9XnljGzFfrS1+O8wWolEEunnbxRPF8wrV33J6uQlKTR6/r/+DERkX3uMEywuVzuRuDHXzRlNOZvckhIz2+0VbEZSUrc/Pfej1Rlf/+hHG9jtuFwezphR4+xoaermBdPq9COqh5LtqIozWpwur7prgFwPQUQ0TES2tZXTBYvT3c6ifZerNTHZxguW194o0m6ORCLiBItu1V2uyecEa7ajgogkib4q+5YXTDm5J0iiri4fb7Da1x4jomxHxXRlkz8ikdUIuJzeGmcHL5jYMbqdF8QlL+fxgkUxf8Sm5quzkrITk7P9voA8Hol8A8HE5OzE5GyP1ydH/6IkSbQkdRtnyCSRSBJ5g9VuL2efol3F9bzBurOoTr3515cXcYJFIjHbUcEJFj9rXkii3VHJchCIRM5oWrwkn01miKioqJ4XLMgCAAAAM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width="640" /><br />
<br />
Featured authors page url: <a href="https://www.crcpress.com/authors/featured">https://www.crcpress.com/authors/featured</a><br />
Direct url to my CRC Press author profile page: <a href="https://www.crcpress.com/authors/i12607-muhammad-mobeen-movania">https://www.crcpress.com/authors/i12607-muhammad-mobeen-movania</a> </div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-56068817395357478752015-08-06T16:01:00.002-07:002015-08-06T16:01:27.367-07:00My chapter proposals for Game Engine Gems 3 have been accepted<div dir="ltr" style="text-align: left;" trbidi="on">
Game Engine Gems is a gem style book series focusing on simple tricks that solve game engine and gaming related problems. This series is edited by Eric Lengyel. Recently there was a call for chapter proposals for its third edition. I submitted two proposals and both of these were accepted. Details about my proposals will be published soon so stay tuned.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-39608396068430196432014-12-27T09:20:00.002-08:002015-01-01T09:03:10.087-08:00My OpenGL 4.4 tutorial at FIT2014<div dir="ltr" style="text-align: left;" trbidi="on">
I gave an invited tutorial at the 12th International Conference on Frontiers of Information Technology (FIT2014) held at the Serena Hotel Islamabad, Pakistan from 17th to 19th December 2014. This is a beginner level tutorial on how to get started with OpenGL v 4.4. I had setup a tutorial web page and source code repository especially for this tutorial.<br />
<br />
URLs:<br />
Webpage: <a href="http://cgv.dsu.edu.pk/tutorials/FIT2014/">http://cgv.dsu.edu.pk/tutorials/FIT2014/</a><br />
Presentation: <a href="http://cgv.dsu.edu.pk/tutorials/FIT2014/FIT2014.pdf">http://cgv.dsu.edu.pk/tutorials/FIT2014/FIT2014.pdf</a><br />
Source Codes: <a href="http://cgv.dsu.edu.pk/tutorials/FIT2014/codes.7z">http://cgv.dsu.edu.pk/tutorials/FIT2014/codes.7z </a><br />
Github Repo: <a href="https://github.com/mmmovania/FIT2014_OpenGL_Tutorial">https://github.com/mmmovania/FIT2014_OpenGL_Tutorial</a><br />
<br /></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-89266818729226496182014-08-19T20:42:00.001-07:002014-08-19T20:44:12.230-07:00Resolving Visual Studio samples fail to load error when upgrading from CUDA v 5.5 to CUDA v 6.0<div dir="ltr" style="text-align: left;" trbidi="on">
I recently upgraded my CUDA installation from v 5.5 to 6.0. I uninstalled the old v 5.5 and then installed the v 6.0. To my surprise, as soon as I tried to load the Visual Studio sample project solution files, they failed to load. An error dialog popup saying something along these lines<br />
<blockquote class="tr_bq">
"Unable to read the project file <project name="">. The imported project was not found file <path> cannot be found...."</path></project></blockquote>
A close inspection revealed that the CUDA build tools were still referring to the old CUDA v 5.5 sdk build tools. Since I had already uninstalled the previous CUDA version, the system could not find the path.<br />
<br />
<b>Solution:</b><br />
You just have to update the CUDAPropsPath environment variable to point to the new SDK MSBuildExtensions folder. Doing so loads all of the sample projects fine.<br />
<br />
Hope this tip will help others as well. </div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-22214963838980345182014-06-26T08:26:00.002-07:002014-06-26T08:28:43.010-07:00An awesome article series on fluid simulation for games<div dir="ltr" style="text-align: left;" trbidi="on">
This 17 parts article series by an EA Sports veteran provided by Intel is PRICELESS<br />
<a href="https://software.intel.com/en-us/articles/fluid-simulation-for-video-games-part-1/">https://software.intel.com/en-us/articles/fluid-simulation-for-video-games-part-1/ </a></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-34293644309863278232014-05-18T23:43:00.000-07:002014-05-21T04:28:24.078-07:00Video course review: Building Android Games with OpenGL ES<div dir="ltr" style="text-align: left;" trbidi="on">
Packt publishing invited me to do a review for their video course <a href="http://bit.ly/1gnhCkS">Building Android Games with OpenGL ES</a>. Here is my complete review. I have broken it down chapter by chapter so lets get started<b>.</b><br />
<br />
<b>The Review:</b> <br />
<b>Chapter 1:</b><br />
Section 1.1 starts up with an introduction to the development environment Eclipse and Android ADt plugin. The author details all the steps rather briskly to show the URLs from where the libraries are to be downloaded and how they are setup. He also shows how to setup the Android SDK manager as well as the eclipse IDE to load the ADT plugin.It concludes with the creation of an emulator for OpenGL ES code debugging/testing.<br />
<br />
Section 1.2 gets our hand dirty with basic clear screen program that outputs a blue coloured screen on the Android emulator. The author starts with saying "add this code to the Activity class". As a beginner, I dont know what an activity is in the first place and why do I use Activity for? Why should I add the GLSurfaceView? There is no mention of what a Toast popup is? Another thing is about the overriden methods in our Renderer implemented class. When are they called and is it necessary to implement each of these functions? What if I am only interested in some of them?<br />
<br />
Section 1.3 gives an overview of shaders and defines two shaders, vertex shader which simply assigns the per-vertex position to the gl_Position register. The fragment shader outputs the given uniform u_Color to the output. One thing to note here is that the author mentions that the fragment shader is sometimes also called pixel shader. This is only correct in the context of DirectX. In OpenGL, we never use the term pixel shader because in OpenGL, there is clear distinction between a fragment and a pixel. The fragment carries more information not just colour. So after the color is assigned in the fragment shader, the fragment travels through the raster ops to its final destination in the frame buffer. The output color of the eventual pixel is subject to the depth test/stencil test/blending outcome. So clearly in OpenGL parlance we cannot work on pixels we can only work on fragments thats why the term fragment shaders.<br />
<br />
Section 1.4 shows how to compile and link shader programs. The author mentions the steps required to compile and link shader programs. He also details how to get the location of the attributes and upload data to GPU. One thing that I did not understand is the 4th parameter of glVertexAttribPointer which is given as false. What does it do? The author skipped this parameter without detailing what it does and what happens if we set it to true. Another thing that i dont understand is that the output looks more like a rectangle than a square to me. Why is that so even though we input coordinates for a square. I think this should have been discussed in detail. The reason is the viewport which is on a non-square window. If we were to draw a correct square geometrically, we must take the aspect ratio of the window/viewport into account when passing in vertex coordinates to OpenGL rather than passing in constant values.<br />
<br />
<b>Chapter 2:</b><br />
Section 2.1 shows how to implement two basic classes, one for matrix and other for vector. Basic function definitions like identity matrix and vector addition, subtraction, multiplication and division were implemented. This section appears to be the shallowest of all the sections in the course. <br />
<br />
Section 2.2 explains how to implement the dot and cross product functions in the vector class. The author first implements the normalization routine. One thing that should have been emphasized and discussed was the special case when the length of the vector is 0. The code shown does not handle this special case hence if the code is run on a zero vector (0,0,0), it will surely crash with a divide by zero arithmetic exception at runtime. The proper code should be this<br />
<br />
<span style="font-family: "Courier New",Courier,monospace;">static final float EPSILON = 0.0001f;<br />public void normalize() {<br /> float length = Math.sqrt(x*x + y*y + z*z);<br /> if(Math.abs(length) <= EPSILON) <br /> return;<br /> x /= length;<br /> y /= length;<br /> z /= length;<br />}</span><br />
<br />
In addition to the normalization code, the lecture also covers how to implement the dot and cross product functions.<br />
<br />
Section 2.3 shows how to implement orthographic and perspective projection matrices. In addition it also details how to implement the camera transform matrix. I find the projection matrix discussion to be very concise but the camera transform matrix is hardly detailed. More information should have be given about the orthonormal vectors that are obtained from the camera position, target and up vectors. Details should have been given on the elements stored in the camera matrix.<br />
<br />
Section 2.4 shows how to create the scaling and translation matrices. The details about their implementation are given along with the definition of a Pipeline class that store the required properties and transforms.<br />
<br />
Section 2.5 details how to implement the rotation and combined model view projection matrices. Although the author shows how the functions are implemented in detail, however, the analysis part is missing completely.<br />
<br />
Section 2.6 covers Quaternions. It shows how to implement the quaternion class to do transformation using an axis and an angle. It also details how to find the conjugate of a quaternion as well as other required functions. <br />
<br />
<b>Chapter 3 </b><br />
Section 3.1 starts with an introduction to the lighting model, in particular it details about the ambient light calculation. It then shows how to create new wrapper classes to represent the new LightingProgram by inheriting a class from the abstract ShaderProgram class. One thing that is <br />
more a design decision that I cannot digest is why the location variables are not stored in the parent class as protected variables. That way all inheriting class could use the same variables without any modification. If implemented the way it is shown, the user will have to provide new location variables for each shader when instead the basic variable locations (like MVP location, a_pos etc. which we are certain will always be in all shaders) could be stored as protected base class members. Another thing that is more a performance note is that the glUniform4f call in the onDrawFrame function could also be move in the onSurfaceCreated function. It is not a good idea to pass a constant uniform variable each frame and this could cause performance loss. <br />
<br />
Section 3.2 list diffuse lighting model. It adds additional attributes both in the LightShader program as well as shaders. One thing that is really strange is that the example given in this video does not show diffuse lighting. Rather it simply outputs the interpolated colour from the rasterizer as the fragment colour. Considering that the section was on diffuse lighting, the given code example should have shown diffuse lighting.<br />
<br />
Section 3.3 details specular lighting model theory. It then details how to add the Camera and Pipeline object in the exisiting class to allow positioning of camera and setting up of the projection transformation for the camera.<br />
<br />
Section 3.4 shows how to implement the directional light. It creates a new class DirectionalLight and then modifies shader program to contain structs similar to the DirectionalLight class. Then it details how to bind attributes from the class to the shader program. While the details and implementation of the light are very good, the given example merely shows any lighting effect at all. To me it appears the same as the output from the last section. Clearly a much better example would have been to show a light circling around the object.<br />
<br />
Section 3.5 describes implementation of a point light with attenuation. The author adds in aadditional attributes, classes and struct to implement a point light as in the previous sections. The details are very hastily given without giving the reader time to digest. The output render shown from the code does not show the lighting effect at all. I cannot distinguish between the result shown in section 3.3, 3.4 and 3.5. There are no visual cues like light position visible nor are there any light shades anywhere. The author is in such a hurry he just blinks the result on screen and leaves in a flash. See the reader wants to understand this stuff, he is new to OpenGL ES and Android please hold his hand rather than leaving him in the wild.<br />
<br />
Section 3.6 implement a spot light using a new class. While the explanation of the shader is nicely done, in the introductory part (0:25-0:38) the author says that "we compare dotproduct to the cutoff value, and if it is larger than the cutoff value, then we light the pixel" This is wrong we light the pixel if dotproduct is less than the cutoff value as shown later in the video. The details are given on how to add the class and required attribute and uniform variables in the shaders. The final snapshot shows the light spot but honestly it would have been better to give a more distinct example. <br />
<br />
<b>Chapter 4</b><br />
Section 4.1 shows how to create a simple Texture class that loads the given texture file from the resource and creates an OpenGL texture object from it. I uses the BitmapFactor.DecodeResource function to load the image. The required OpenGL texture functions, their parameter values and image loading functions are introduced without any further details about them.<br />
<br />
Section 4.2 details the required changes to pass the texture object from the android application to the OpenGL shader. It details the required additional per-vertex attribute the texture coordinate. It also details the sampler that represents the loaded texture in the shader. One thing that I would like to rectify here. In the code sample shown in the video, in the setUniform function, the glUniform1i function is passed two parameters, first is the location of the texture sampler unit in the shader, the second parameter passed to glUniform1i function is the loaded texture id that was returned by OpenGL when the texture loading function was called. This is wrong. The glUniform1i second parameter is the texture unit where the texture is bound. It is not the texture id. The correct call then is to pass 0 as second parameter since the texture was bound to texture unit 0.<br />
<br />
<span style="font-family: "Courier New",Courier,monospace;">glUniform1i(uTexUnitLocation, 0);</span><br />
<br />
Section 4.3 details how to draw the texture. It details how to pass the additional attributes (the texture coordinates) along with each vertex and then how they are passed in the draw function. Quite surprisingly, the main shader texture sampling function is not discussed at all.<br />
<br />
Section 4.4 shows how to add filtering parameters to the loaded texture to improve the texture quality/performance.It details how to set the OpenGL texture parameters to enable bi-linear, tri-linear, nearest neighbor and mipmap filtering. These are just basic OpenGL texture states so the contents of this chapter in particular are very shallow.<br />
<br />
<b>Chapter 5</b><br />
Chapter 5 is all about creating a very basic particle system class and associated classes like Emitter and Explosion to create some particle effects. The chapter starts with Section 5.1 which details how to create a particle system shader program class to hold the required attributes and uniforms to create a stateless particle system. The relevant changes and the class generated is detailed. Section 5.2 shows how to create two classes a particle system class to create and manage particles and a particle emitter class to add/remove particles from the particle system at a particular position in a particular direction.Section 5.3 shows how to draw the particle system the output shown displays a stream of particles. Section 5.4 refines the particle system to look more like an explosion.The output generated from the example is not that impressive but it serves the purpose well showing a bunch of particles that are simulated and that respond to gravity.<br />
<br />
<b>Chapter 6</b><br />
Section 6.1 shows how to create the background asset for the Breakout game. The required image is copied into android drawable folder and then the necessary changes are made in the xml file. Next a new activity is created on which the background image and buttons are added. Then, the activity manifest file is modified to load the background activity at start up rather than the main activity. <br />
<br />
Section 6.2 details how to add UI elements like the score and lives of player. For these text elements, TextView is used and corresponding member variable for score and lives are read from the main activity class. The final change is to add the UI elemens to the layout rather than the contents view.<br />
<br />
Section 6.3 shows how to load the bricks for the game. The details about the required additions are given but the important information like the space in which the brick vertex positions are defined are not discussed. <br />
<br />
Section 6.4 details how to create the ball and paddle objects. There are some design decision which I question. First, the values of limits are given as contant literals and it is very hard to discern which space these are given in. I also personally feel that defining the ball class with two triangle lists is overkill considering that this code will be run on a mobile device. I was hoping that the author would use a single particle to render as a ball. This can be easily achieved using shaders.<br />
<br />
Section 6.5 adds sound effects and music to the game. The author creates a wrapper class that uses system services to play sound files stored in the res folder of the project. <br />
<br />
<b>Chapter 7 </b><br />
Section 7.1 is on ball movement in particular how to create frame rate independent movement. For this, the author creates tow variables, currentTime and elapsedTime. At startup, he initializes the current time and in the render function, he subtracts the current time from the currentTime variable value and divide by 10^9 to get the time value in seconds. Next, the ball movement direction is multiplied to the elapsed time and the resulting movement is frame rate independent.<br />
<br />
Section 7.2 shows how to handle touch events to enable paddle movement. To enable listening of touch events, a custom function is hooked into the onTouchListener. The function forwards the event to the appropriate class of the OpenGL renderer. The function determines the touch event properties to see if the screen was pressed or released. Based on the result, the paddle is moved.<br />
<br />
Section 7.3 details how to handle accelerometer input. This is done by requesting sustem service. Relevant changes are detailed and the code adjusted to accommodate the new input.<br />
<br />
Section 7.4 provides information on how to handle broad phase collision data structure a spatial hash grid which is first populated and then queries for possible narrow phase collisions. Details of the sptial grid are not given.<br />
<br />
Section 7.5 describes narrow phase collision to check the bounding boxes of the two game entities that might collide. This is done after each movement to ensure that there are no collisions. The potential colliders list is updated and then the ball is checked for collision with all entities in the same cell as the ball. If there is collision, the ball is rebound.<br />
<br />
Section 7.6 details how to adjust scores and lives based on the outcome of narrow phase collision. the explosion and scores are handled in the collision code. The lives are handles based on the ball position if it is lower than the paddle's y value. Based on available lives, if they fall to zero, a new activity called Gameover activity is created and launched. The ontouchlistener is handled to allow game to return to the main menu.<br />
<br />
<b>Chapter 8 </b><br />
Section 8.1 adds final touches to the created game. It first creates a local high scores table. Section 8.2 details how to publish the game on the Google Play store. The required settings and options are detailed nicely. Section 8.3 describes some optimizations that are possible for the game for example removing useless variables and making constants as static final. The final section is on how to enable in app purchases for game related stuff like extra lives etc. <br />
<br />
<b>Summary:</b><br />
Now that i have gone through the videos. I can say that the author has done a commendable job with these video tutorials. The breadth of the topics covered is tremendous. I feel the depth of the topics is severely lacking. Following are my main concerns about these video lectures.<br />
1) I was hoping that the videos would cover OpenGL ES 3.0 but they are covering OpenGL ES 2.0.<br />
2) I find that the vdos are a bit brisk. The author is dumping loads of code to the viewer. Even though I have programmed on Android before but for me too it is very difficult to follow along with the author. In addition, the way he is referring to the code is rather vague most of the times for e.g. he says "add this line after this line and you will see ..." why should I add that line and what will happen if I dont put those in. <br />
3) It seems that the author is merely dumping information without explaining the reasons why a particular code is written that way. I find the why to be missing from most of the videos.<br />
<br />
From the way they are done, these video lectures assume that you have already programmed in Android before. For a complete beginner, I would not recommend him/her to follow these as these lectures are severely lacking analysis and reasoning. You should have some basic android development experience to appreciate the course content.<br />
<br />
All in all these tutorials are great to get you up and running with android development. The author details the entire process from creation of game to hosting of the game on Google play store as well as in app purchases. Overall I will rate these video tutorials 4 out of 5 stars. Thanks to the author for sharing his insights and to Packt publishing for giving me this opportunity to review this video course.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-34804000700538554192014-05-16T08:32:00.001-07:002014-05-16T08:33:27.521-07:00A new course on Building Android Games with OpenGL ES<div dir="ltr" style="text-align: left;" trbidi="on">
Packt publishing has launched a new course <a href="http://bit.ly/1gnhCkS">Building Android Games with OpenGL ES </a>I will be reviewing this course in a couple of days on my blog. Looks like an interesting course to me. Here is the Table of Contents from the course.<br />
<ol style="text-align: left;">
<li><strong>Getting Started with OpenGL ES [14:53 minutes]</strong> <br />
<ul>
<li> Setting Up OpenGL ES in Eclipse </li>
<li> Creating an OpenGL ES Environment </li>
<li> Creating Your First Shaders </li>
<li> Loading and Compiling the Shaders </li>
</ul>
</li>
<br />
<li><strong>OpenGL ES Math [16:23 minutes]</strong><br />
<ul>
<li> OpenGL ES Matrix System </li>
<li> Vector Math </li>
<li> Projection Matrix and Camera View </li>
<li> Transformation Matrix - Scale and Translate </li>
<li> Transformation Matrix - Rotation and Final </li>
<li> Theory - Quaternions </li>
</ul>
</li>
<br />
<li><strong>Lighting [16:28 minutes]</strong><br />
<ul>
<li> Ambient Lighting </li>
<li> Diffuse Lighting </li>
<li> Specular Lighting </li>
<li> Directional Light </li>
<li> Point Light </li>
<li> Spot Light </li>
</ul>
</li>
<br />
<li><strong>Texturing [08:46 minutes]</strong><br />
<ul>
<li> Loading Textures </li>
<li> Creating New Shaders for Texturing </li>
<li> Drawing the Texture </li>
<li> Texture Filtering </li>
</ul>
</li>
<br />
<li><strong>Particle Systems [07:34 minutes]</strong><br />
<ul>
<li> Shaders for a Particle System </li>
<li> Adding a Particle System </li>
<li> Drawing the Particle System </li>
<li> Customizing the Particles </li>
</ul>
</li>
<br />
<li><strong>Breakout ā Assets and UI [12:25 minutes]</strong><br />
<ul>
<li> Menu Screens </li>
<li> Game Interface </li>
<li> Creating the Bricks </li>
<li> Creating the Ball and Paddle </li>
<li> Sound Effects </li>
</ul>
</li>
<br />
<li><strong>Breakout ā Gameplay [14:46 minutes]</strong><br />
<ul>
<li> Ball Movement </li>
<li> Paddle Input - Touch </li>
<li> Paddle Input - Accelerometer </li>
<li> Collisions - Broad Phase </li>
<li> Collisions - Narrow Phase </li>
<li> Scoring and Lives </li>
</ul>
</li>
<br />
<li><strong>Breakout ā Finishing Touches [11:21 minutes]</strong><br />
<ul>
<li> Creating a Local HighScores Table </li>
<li> How to Publish Your Game </li>
<li> Optimization Techniques </li>
<li> How to Add In-App Purchases</li>
</ul>
</li>
</ol>
</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-68947808295847651852014-05-15T07:42:00.001-07:002014-05-15T07:43:48.383-07:00A concise list of references for game physics<div dir="ltr" style="text-align: left;" trbidi="on">
Here is a nice blog post that lists all important references for game physics.<br />
<a href="https://www.blogger.com/goog_1116715823"><br /></a>
<a href="http://brm.io/game-physics-for-beginners/">http://brm.io/game-physics-for-beginners/</a><br />
<br /></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-4787865020565438962014-05-06T01:16:00.000-07:002014-05-08T20:51:49.592-07:00SIBGRAPI 2012 Tutorials (The most up to date course on Modern OpenGL development with Qt)<div dir="ltr" style="text-align: left;" trbidi="on">
I am utterly impressed at the quality and applied nature of tutorials presented at <a href="http://www.decom.ufop.br/sibgrapi2012/eproceedings/tutorials.html">SIBGRAPI 2012</a>. I particularly like Tutorial T3-Interactive Graphics Applications with OpenGL Shading Language and Qt . The <a href="http://www.decom.ufop.br/sibgrapi2012/eproceedings/tutorials/t3-handouts.pdf">course slides</a> as well as <a href="http://www.decom.ufop.br/sibgrapi2012/eproceedings/tutorials/t3-survey_paper.pdf">course survey paper</a> are worth checking out. The tutorial teacher <a href="http://professor.ufabc.edu.br/~joao.gois">Joao Paulo Gois</a> has has maintained the source codes of this tutorial for older and newer Qt versions on his <a href="http://professor.ufabc.edu.br/~joao.gois/index.php?n=Courses.ComputerGraphicsWithQt">own web site. </a><br />
<br />
This is by far the best and the most reachable tutorial I have ever read on modern OpenGL development on Qt. Have a look at it yourself. </div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-43080571847356771462014-05-01T11:19:00.002-07:002014-05-08T20:51:49.589-07:00Qt loading shaders from resource files (call qmake after creating the resource file)<div dir="ltr" style="text-align: left;" trbidi="on">
I was recently playing with Qt and its support of shaders. Qt provides a bunch of useful classes for shader handling. So I thought of making my hands dirty. The first thing I did was try to load my simple triangle demo using shaders. I started out with using the <span style="color: purple;"><span style="color: black;"><span style="font-family: inherit;">QGLShaderProgram class with loading shaders as resource. I kept getting errors saying that the shader files cannot be loaded from the specified path. So then I realized I had to create a Qt resource file and manually add my shaders into the resource file. </span></span></span><br />
<br />
<span style="color: purple;"><span style="color: black;"><span style="font-family: inherit;">After doing all this, once again when I tried to run the demo, it still told me that the shader did not exist on the specified path. After many tries I came to know the reason for why the path could not be found. Once the resource file is created and the shader files are added to the resource file, we need to call qmake on the project. Without calling it, I kept getting the file not found error. I could not find any information on this so I thought I would include it here on my blog for others who fall into the same trap.</span></span></span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-12110719401778876452014-04-28T08:46:00.002-07:002014-04-29T09:15:44.443-07:00Learn PhysX Modeling with PhysX: A Review<div dir="ltr" style="text-align: left;" trbidi="on">
Recently, Packt publishing has released a new book on Game Physics called <a href="http://www.packtpub.com/learning-physics-modeling-with-physx/book">Learning Physics Modeling with PhysX </a>Examining the accompanying code tells me that the author has shamelessly copied some of my tutorial code into this book. While I am not asking anything from neither the author nor the publisher but at least an acknowledgement or a reference to the original tutorials/source code should have been given in the book as the main source of this text or at least a mention some where in the book's source codes.<br />
<br />
Here is my review for this book. The book starts with a gentle introduction to PhysX v 3.3.0 in Chapter 1. Chapter 2 is a copy of my simple box tutorial with the only difference being that the author does not render anything on screen; he simply outputs the box position to console. Chapter 3,4,5,6,7,8,9,10 are ripped from the PhysX guide. All of the code snippets as well as the figures are taken from the PhysX guide. There are no concrete use cases given in any of these chapters. I would suggest the reader to follow the official PhysX guide rather than reading through these chapters as the former is more elaborate. Apart from the simple box tutorial, the author has given his own examples for instance one on particles, character controller, joint, queries are based of PhysX guide.<br />
<br />
All in all, I would ask the readers not to buy this book. Save your money as the information contained in this book is available for free both online and in the free PhysX guide. The books sample codes are good. You can read them alongside the PhysX guide which should be enough to understand whats going inside.<br />
<br />
.</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com2tag:blogger.com,1999:blog-8216868933119618528.post-81229388412958571782014-04-18T06:59:00.005-07:002014-04-18T07:00:04.407-07:00C++ port of the TraerPhysics library<div dir="ltr" style="text-align: left;" trbidi="on">
I have ported the famous Processing Physics library called <a href="http://murderandcreate.com/physics/">TraerPhysics</a> to C++. I have put it on <a href="https://github.com/mmmovania/TraerPhysicsCPP">github </a>for others to use. Refer to the <a href="https://github.com/mmmovania/TraerPhysicsCPP/blob/master/README.md">readme.md</a> file for details.<br />
<br />
Thanks,<br />
Mobeen </div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-2312916118691328302014-04-01T01:06:00.001-07:002014-07-21T20:25:30.084-07:00Havok Physics Engine Tutorial Series: Cloth<div dir="ltr" style="text-align: left;" trbidi="on">
Before I start this tutorial, a short disclaimer. This is not the best way to model a cloth. Havok Physics SDK has a separate Havok Cloth package which is optimized for cloth simulation. I would recommend you to go and give it a try. The tutorial is showing one possible way to create cloth using distance constraint.<br />
<br />
In this tutorial, I will show you how to create a simple cloth using
the simple distance constraint which is wrapped into the <span style="font-family: "Courier New",Courier,monospace;">hkpStiffSpringConstraint </span>object in the Havok Physics SDK. This tutorial will be building on top of to the <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_31.html">Simple Distance Constraint Tutorial</a> , <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_2114.html">Picking Tutorial</a> and <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_2073.html">Chain </a>Tutorials that we did earlier. OK so lets get started.<br />
<br />
<b><span style="font-family: inherit;">Creating a cloth using simple distance constraint</span></b><br />
A cloth can be modeled simply by using a set of masses linked with mass less springs. The springs can be approximated using <span style="font-family: "Courier New",Courier,monospace;">hkpStiffSpringConstraint </span>in Havok physics sdk. There are three types of springs: structural, shear and bending springs. Details of the cloth model are beyond the scope of this tutorial. Interested readers may drop in a comment and I will happily point you to relevant resources on cloth modeling. The first thing we need is a set of masses which we create using the following code snippet.<br />
<script src="https://gist.github.com/mmmovania/9909756.js"></script><br />
<br />
This is similar in spirit to the Multiple Bouncing Boxes Tutorial. The only difference is in the position of the boxes so that they lie in the XZ plane at a given Y value.<br />
<br />
<b>Setting up structural springs between the masses</b><br />
OK once we lay down our masses, we can create a bunch of springs between them using the following code snippet. We basically iterate between each pair of rigid bodies and create a stiff spring constraint between them. First we iterate horizontally and then vertically.<br />
<script src="https://gist.github.com/mmmovania/9909851.js"></script><br />
<br />
I store the indices into a vector so that I would render the cloth springs easily in the OnRender function.<br />
<br />
<b>Rendering of Cloth</b><br />
For this simple cloth model, I render the masses as boxes as was shown in the Multiple Boxes tutorial.<br />
<script src="https://gist.github.com/mmmovania/9909880.js"></script><br />
<br />
For springs, I iterate through the vector (indices), and create a line between each pair of indices as shown in the code below.<br />
<script src="https://gist.github.com/mmmovania/9909888.js"></script><br />
<br />
<b>Output</b><br />
That's all, after compiling and building the
given code, you will see a piece of cloth. The mass at each end of the top row are fixed to
ensure that the cloth does not fall down. The rest of the boxes can be
picked.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrMta8GGv2S_NYkIE_mXFSNiu9F87P2_S4_gJQhz4PSrgpS0AQFm-RtGHQhv3KuW5KEZh_S0ekx_PBz_94F49Ure2GF0trfcaZFEwm6Q8UqxQyu3xcmgaSN7L8L_8Gnp3pG9xG4lpF2u8M/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhrMta8GGv2S_NYkIE_mXFSNiu9F87P2_S4_gJQhz4PSrgpS0AQFm-RtGHQhv3KuW5KEZh_S0ekx_PBz_94F49Ure2GF0trfcaZFEwm6Q8UqxQyu3xcmgaSN7L8L_8Gnp3pG9xG4lpF2u8M/s1600/a.png" height="312" width="400" /></a></div>
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate, left click and drag on a mass to pick and reposition</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
In the next tutorial, I will show you how to create a basic vehicle.<br />
<br />
Thanks,<br />
Mobeen</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-21790922925601970712014-03-31T09:09:00.000-07:002014-07-21T20:26:06.605-07:00Havok Physics Engine Tutorial Series: Chain<div dir="ltr" style="text-align: left;" trbidi="on">
In this tutorial, I will show you how to create a rigid body chain using the simple distance constraint which is wrapped into the <span style="font-family: "Courier New",Courier,monospace;">hkpStiffSpringConstraint </span>object in the Havok Physics SDK. This tutorial will be building on top of to the <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_31.html">Simple Distance Constraint Tutorial</a> and <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_2114.html">Picking Tutorial</a> that we did earlier. <br />
<br />
<b>Creating a Chain using a Simple Distance Constraint</b><br />
In the previous tutorial, we saw how we could use a distance constraint to limit a pair of rigid bodies. In this tutorial, I will show you how to use a pair of distance constraints to create a chain of rigid bodies.You can pick any rigid body and move it around using the mouse. So lets get started.<br />
<br />
<b>The AddRigidBodies function</b><br />
This function is defined as follows<br />
<script src="https://gist.github.com/mmmovania/9895646.js"></script><br />
<br />
Lets have a look at this function piece by piece. The <span style="font-family: "Courier New",Courier,monospace;">AddRigidBodies </span>function first creates a number of blocks. This is similar to how we created the boxes in the <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_30.html">Multiple Bouncing Box Tutorial</a>. <br />
<script src="https://gist.github.com/mmmovania/9895694.js"></script><br />
<br />
<br />
Next, we create another loop but this time we create a pair of stiff spring constraints. The constraints are placed in parallel between each pair of boxes. The offsets are calculated based on the size of the box.<br />
<script src="https://gist.github.com/mmmovania/9895737.js"></script><br />
<br />
Finally, we create the ground rigid body as was seen in earlier tutorials.<br />
<script src="https://gist.github.com/mmmovania/9895757.js"></script><br />
<br />
The picking and rigid body manipulation functions are virtually unchanged. I simply copied the code from the picking tutorial and it worked without a problem.<br />
<br />
<b>Output</b><br />
That's all, after compiling and building the given code, you will see a chain of boxes. The top most box is fixed to ensure that the chain does not fall down. The rest of the boxes can be picked. You can pick the box by left clicking and dragging the mouse to
reposition it as shown
in the following figure. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieXjFV4QPFKvc257L6qf-OiCOc9N38vJ_9k42C52anWrojK9drnK3E4BoE1CdxF3COkczjQMgSqnicG63BPJKTH2sYIW66HoxCnu4Gn3nIydCmq7P2nTTV5Hx0ZsilxYIH_CBvXZAeRKXZ/s1600/a.png" style="margin-left: 1em; margin-right: 1em;"></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQOmPax-TK2PA8b6WA1NZ18SCCk3xfXSS_ryvCX2q0JOxmnmL13V-K9EnQPNqqzyoZ8e5HDRfl8rkshVKsmW1S3uvOgNDsWWIgQO7JQVvthQSigsStvuivKkhGRqbkt08eq30GBcJxPvyo/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQOmPax-TK2PA8b6WA1NZ18SCCk3xfXSS_ryvCX2q0JOxmnmL13V-K9EnQPNqqzyoZ8e5HDRfl8rkshVKsmW1S3uvOgNDsWWIgQO7JQVvthQSigsStvuivKkhGRqbkt08eq30GBcJxPvyo/s1600/a.png" height="312" width="400" /></a></div>
<br />
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate, left click on box to pick and reposition</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
<span style="font-family: inherit;">In the next tutorial, I will see if I can do a simple cloth using the simple distance constraint object.</span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-49734450545941727742014-03-31T07:04:00.002-07:002014-07-21T20:26:14.417-07:00 Havok Physics Engine Tutorial Series: Simple Distance Joint<div dir="ltr" style="text-align: left;" trbidi="on">
In this tutorial, I will show you how to render a simple distance joint (a basic stiff spring). We will add to the picking code we covered in the last tutorial so that we can displace a given box using the mouse.<br />
<br />
The scene in this tutorial contains two boxes: a static box and a dynamic box. The dynamic box and the static box are linked with a distance constraint. We can move the dynamic box using mouse and due to the spring constraint, it maintains a certain distance from the static box. So lets get started. For this demo, the <span style="font-family: "Courier New",Courier,monospace;">AddRigidBodies </span>function is as follow.<br />
<script src="https://gist.github.com/mmmovania/9892737.js"></script><br />
<br />
<b>Adding a spring constraint</b><br />
The only difference here is the addition of the stiff spring constraint. To create it, we first create the <span style="font-family: "Courier New",Courier,monospace;">hkpStiffSpringConstraintData </span>object. We then pass it the world space position of where the spring is located along with the two rigid bodies between which this constraint is created. Next, <br />
the <span style="font-family: "Courier New",Courier,monospace;">hkpStiffSpringConstraintData </span>object and the two rigid bodies are passed to the <span style="font-family: "Courier New",Courier,monospace;">hkpConstraintInstance </span>object and then <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::addConstraint</span> function is called passing it the <span style="font-family: "Courier New",Courier,monospace;">hkpConstraintInstance </span>object as shown in the following code snippet.<br />
<br />
<script src="https://gist.github.com/mmmovania/9892815.js"></script><br />
<br />
<b>Rendering of the spring constraint</b><br />
Another change we did is in the render function. It is now changed to render the spring constraint as well along with the two rigid bodies. The picked dynamic rigid body is rendered green when picked.<br />
<script src="https://gist.github.com/mmmovania/9892896.js"></script><br />
<br />
<b>Output</b><br />
That's all, after compiling and running, you will see two boxes linked with a spring constraint. You can pick the lower (dynamic) box by left clicking and dragging the mouse to
reposition it as shown
in the following figure.<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhddP1mjBjJE4wTB5xqzo4XzjkAhtaI1r_sHWoKI-RoKTlVoMONPHI6_qoDRjNYQ5jAes6rnf_yH-H3eMP1rwYWRu49bQ5jgx173td70VJpE0Ctgw6-2t1Q-oEe5GkdDXXwS54YSBiV-rDI/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhddP1mjBjJE4wTB5xqzo4XzjkAhtaI1r_sHWoKI-RoKTlVoMONPHI6_qoDRjNYQ5jAes6rnf_yH-H3eMP1rwYWRu49bQ5jgx173td70VJpE0Ctgw6-2t1Q-oEe5GkdDXXwS54YSBiV-rDI/s1600/a.png" height="312" width="400" /></a></div>
After displacement, the spring constraint acts on the dynamic rigid body to ensure that it remains at the fixed distance that was given at the time of instantiation of the constraint.<br />
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate, left click on box to pick and reposition</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
<span style="font-family: inherit;">In the next tutorial, I will show you how to create a simple chain.</span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com2tag:blogger.com,1999:blog-8216868933119618528.post-3273936751391720962014-03-30T10:10:00.003-07:002014-07-21T20:26:26.885-07:00Havok Physics Engine Tutorial Series: Picking<div dir="ltr" style="text-align: left;" trbidi="on">
In this tutorial, I will show you how to pick a rigid body using picking features available in the Havok Physics SDK. This tutorial will be adding to the <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series_28.html">SimpleBox tutorial</a> that we did earlier. We will augment it with picking using the mouse. <br />
<br />
Picking can be implemented in numerous ways. We will cast a ray from the clicked position on the screen to the 3D world using the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::castRay</span> function provided by the Havok Physics SDK. The user clicks on the screen at a position<span style="font-family: "Courier New",Courier,monospace;">(x,y)</span>. We implement this in the PickActor function. The first thing we need is to determine the ray that has its start position at the clicked position<span style="font-family: "Courier New",Courier,monospace;">(x,y)</span>on screen and an end position that is at the far clip plane.<br />
<br />
<b>Determining the ray from the clicked position</b><br />
We first determine the z position of the clicked screen space point. We know from the projection transformation that a given point (x,y), has z=0 at the near clip plane and z=1 at the far clip plane. We can use this knowledge to create two 3D points from the given screen space point, one at near clip plane (x,y,0) and another at the far clip plane (x,y,1). We then unproject these two 3D points to obtain the world space points for the two 3D points. These are the ray start and the ray end points that we will pass to the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::castRay</span> function.<br />
<script src="https://gist.github.com/mmmovania/9875160.js"></script><br />
<br />
The <span style="font-family: "Courier New",Courier,monospace;">ViewUnProject </span>is a utility function that we define as follows. Note that this function definition will be modified if you use DirectX or any other graphics library.<br />
<script src="https://gist.github.com/mmmovania/9875181.js"></script><br />
<br />
This function uses the current viewport to determine the screen size. It then passes the given x,y and z position, the current modelview and projection matrices and the current viewport to the <span style="font-family: "Courier New",Courier,monospace;">gluUnProject</span> function from the OpenGL utility library. Of course if you are using any other library, you will have to find the appropriate function or create your own function. After the unproject call, we get the world space point for the given point.<br />
<br />
At the end of these calls, we have the ray start and ray end points.<br />
<br />
<b>Casting picking ray using <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::castRay</span> function</b><br />
OK now we have our ray, we can call <span style="font-family: "Courier New",Courier,monospace;">g_pWorld->castRay</span> function. If we look at the Havok SDK reference, we can see that the <span style="font-family: "Courier New",Courier,monospace;">castRay </span>function takes two parameters. <span style="font-family: "Courier New",Courier,monospace;">hkpWorldRaycastInput </span>and <span style="font-family: "Courier New",Courier,monospace;">hkpClosestRayHitCollector</span>. You will have to include the following new headers for these <br />
<script src="https://gist.github.com/mmmovania/9875304.js"></script><br />
<br />
The <span style="font-family: "Courier New",Courier,monospace;">hkpRaycastInput </span>object has three fields, <span style="font-family: "Courier New",Courier,monospace;">m_from</span> which is the ray start point, <span style="font-family: "Courier New",Courier,monospace;">m_to</span> which is the ray end point, <span style="font-family: "Courier New",Courier,monospace;">m_filterInfo</span> which we pass 0. We then lock the hkpWorld, castRay and then unlock hkpWorld as shown below.<br />
<script src="https://gist.github.com/mmmovania/9875539.js"></script><br />
<br />
If any rigidbody in the physics world intersects with the given ray, the <span style="font-family: "Courier New",Courier,monospace;">hkpClosestRayHitCollector::hasHit()</span> function returns true. We call this function to determine the possible hit condition. Calling <span style="font-family: "Courier New",Courier,monospace;">hkpClosestRayHitCollector::getHit()</span> function returns the <span style="font-family: "Courier New",Courier,monospace;">hkpWorldRaycastOutput </span>object. This object contains the <span style="font-family: "Courier New",Courier,monospace;">m_rootCollidable</span> field which is the intersected rigid body. To get a rigidbody pointer from the <span style="font-family: "Courier New",Courier,monospace;">m_rootCollidable</span> object, we call <span style="font-family: "Courier New",Courier,monospace;">hkpGetRigidBody </span>function. Now since our world contains both static and dynamic rigid bodies, we are only interested in the dynamic rigid bodies so we determine the motion type field of the returned rigid body.<br />
<br />
After we are sure that we have a dynamic rigid body, we then find the intersected point on the rigid body and then project the point to get the 3D hit point. This is just to render the intersected point. Next, we set the motion state of the picked rigid body as MOTION_FIXED to make the picked rigid body a static rigid body. This is to ensure that when we move the rigidbody around, it does not undergo motion. <br />
<script src="https://gist.github.com/mmmovania/9875689.js"></script><br />
<br />
In the mouse move event handler, we determine if the user has picked a rigid body. If there is a picked rigid body, we set the translation field of the rigid body's transform to the unprojected mouse point as was shown earlier. <br />
<script src="https://gist.github.com/mmmovania/9875913.js"></script><br />
<br />
Finally, when the mouse button up event is raised, we set the motion state of the picked rigid body to MOTION_DYNAMIC.to ensure that the picked rigid body is physically simulated again.<br />
<script src="https://gist.github.com/mmmovania/9875973.js"></script><br />
<br />
<b>Output</b><br />
That's all, you will see a box falling due to gravity. You can pick the box by left clicking and dragging the mouse to reposition it as shown
in the following figure. <br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieXjFV4QPFKvc257L6qf-OiCOc9N38vJ_9k42C52anWrojK9drnK3E4BoE1CdxF3COkczjQMgSqnicG63BPJKTH2sYIW66HoxCnu4Gn3nIydCmq7P2nTTV5Hx0ZsilxYIH_CBvXZAeRKXZ/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieXjFV4QPFKvc257L6qf-OiCOc9N38vJ_9k42C52anWrojK9drnK3E4BoE1CdxF3COkczjQMgSqnicG63BPJKTH2sYIW66HoxCnu4Gn3nIydCmq7P2nTTV5Hx0ZsilxYIH_CBvXZAeRKXZ/s1600/a.png" height="312" width="400" /></a></div>
<br />
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate, left click on box to pick and reposition</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
<span style="font-family: inherit;">In the next tutorial, I will show you how to create a simple distance joint.</span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-35338664483675088582014-03-30T07:01:00.003-07:002014-07-21T20:26:41.891-07:00Havok Physics Engine Tutorial Series: Multiple Bouncing Boxes<div dir="ltr" style="text-align: left;" trbidi="on">
OK Now that we know hot to create one box. We will now add multiple boxes and let them fall under gravity and collide with each other. The InitializeHavok functions remains the same. The changes here are in the AddRigidBodies function, the ShutdownHavok function and the OnRender function. Lets go through each of these one by one.<br />
<br />
We create a global vector to store all of our rigid bodies (boxes).<br />
<script src="https://gist.github.com/mmmovania/9873038.js"></script> <br />
<br />
<br />
<b>The AddRigidBodies function</b><br />
The AddRigidBodies function is changed to the following.<br />
<br />
<script src="https://gist.github.com/mmmovania/9873045.js"></script><br />
<br />
The only difference here from the previous SimpleBox demo is that now we reuse the box shape to create several rigid bodies. We alter their positions by using the loop variable. We add the rigid body to the global vector as shown in the code snippet below.<br />
<script src="https://gist.github.com/mmmovania/9873068.js"></script><br />
<br />
<b>The ShutdownHavok function</b><br />
This function is changed to the following.<br />
<br />
<script src="https://gist.github.com/mmmovania/9873086.js"></script><br />
We simply run a loop to remove reference of each rigidbody one by one.<br />
<br />
<b>The OnRender function</b><br />
The only difference in this function is that instead of one box we run a loop to access the ith box rigid body and pass it to DrawBox function as follows.<br />
<script src="https://gist.github.com/mmmovania/9873116.js"></script><br />
<br />
<b>Output</b><br />
That's all, the accompanying tutorial code should
give you a number of boxes falling under gravity on the grid plane colliding with each other as shown
in the following figure. <span style="font-family: inherit;"></span><br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwfPUg7AnCN5x0kKxcHtNr21C7PTsrY2huJMmLzlc6T8sM3euALyOE3L9VKVdqIH34dCgczBuhsqR0-47A6alHPkqj_zE0LMUTi64uuMq0WsHU7cyoE7etXhwcTbT-iEH0paTSntDhQJZc/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwfPUg7AnCN5x0kKxcHtNr21C7PTsrY2huJMmLzlc6T8sM3euALyOE3L9VKVdqIH34dCgczBuhsqR0-47A6alHPkqj_zE0LMUTi64uuMq0WsHU7cyoE7etXhwcTbT-iEH0paTSntDhQJZc/s1600/a.png" height="312" width="400" /></a></div>
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
<span style="font-family: inherit;">In the next tutorial, I will show you how to pick a rigid body.</span><br />
<br />
<br />
Enjoy!!!<br />
<br />
<br />
<br /></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-23276826122153512942014-03-28T10:23:00.001-07:002014-07-21T20:26:51.187-07:00Havok Physics Engine Tutorial Series: A Simple Bouncing Box<div dir="ltr" style="text-align: left;" trbidi="on">
OK Now that we know how to setup Havok SDK on VisualStudio 2012. If not, you may want to go through my <a href="http://mmmovania.blogspot.com/2014/03/havok-physics-engine-tutorial-series.html" target="_blank">first tutorial </a>which tells you how to get started with the new Havok SDK. In this tutorial, similar to my PhysX Tutorials, I start with a very simple box falling on the floor due to gravity.<br />
<br />
In this tutorial, the InitializeHavok function is changed to the following.<br />
<script src="https://gist.github.com/mmmovania/9852008.js"></script> <br />
I have highlighted the new additions in bold. Similar to the first tutorial, we initialize the memory, physics world settings and the visual debugger. After that, we lock the Havok physics world, then add our rigid bodies to the world and then we unlock the world. This is done to ensure that no two threads may access the world at the same time. All functions that may effect the physics world should be called by sandwiching them inside the world lock/unlock call.<br />
<br />
<b>Adding rigid bodies:</b><br />
Similar to other physics engines like PhysX and Bullet, Havok also adds rigid bodies to the physics world by first specifying shape and its properties like moment of inertia tensor. In the tutorial, I add these in using the AddRigidBodies function which is defined as follows.<br />
<script src="https://gist.github.com/mmmovania/9852030.js"></script> <br />
Lets take a closer look at this function piece by piece. In this tutorial, we will allow a box to fall under gravity on a flat floor. We have purposely created two scopes to highlight the two added rigid bodies. In the first scope, we create a dynamic rigid body, a simple box that falls under gravity.<br />
<script src="https://gist.github.com/mmmovania/9852035.js"></script> <br />
In the above lines, we first specify the box's shape(hkpBoxShape) by passing it the half extents of the box.<br />
<script src="https://gist.github.com/mmmovania/9852052.js"></script> <br />
In the above lines, after we specify the box's shape, we have to fill in the rigid body info structure which stores the shape as well as other rigid body dynamics properties like mass, moment of inertia, position, motion type etc. We then set its motion state to be dynamic (MOTION_DYNAMIC). If we want to
make the rigid body static, we set the motion state to MOTION_FIXED. For all physics object, a collision margin is specified which controls the offset at which the collision is detected. We set the value to 0.001 which creates a very thin offset. If we left this line out, the box will collide at a much higher position than what is visible.<br />
<script src="https://gist.github.com/mmmovania/9852070.js"></script> <br />
In the above lines, we first calculate the box's moment of inertia and then specify the mass properties. <br />
Once the rigidbody cinfo structure is filled, we can create a rigid body from it using the following code.<br />
<script src="https://gist.github.com/mmmovania/9852076.js"></script><br />
Note that once the rigid body has been created, we can delete the box shape. We do so by making a call to removeReference function. This is the recommended approach to delete objects in Havok rather than calling the delete function. After this call, we add the rigid body to the physics world by calling g_pWorld->addEntity function passing it the rigid body. On success, the returned reference contains the created rigid body entity. After this call, we can safely remove the reference to the rigid body to ensure that we always have a single reference to the rigid body.<br />
<br />
In case of the static box (our floor), the only difference is in the motion state which is set at MOTION_FIXED. The rest of the code is same.<br />
<br />
<b>Obtaining the box's transform:</b><br />
If all goes well, once we add the rigid body into the world, it starts to simulate. The step function calculates the next transform for all rigid bodies in the world taking into account their collisions and collision responses. For rendering or any other purposes, we need to know the local transform of the dynamic box. In order to prevent two threads from accessing the same object, Havok mandates that all world objects and their properties should be read inside a hkpWorld->lockForRead/unlockForRead fuction pair as follows.<br />
<script src="https://gist.github.com/mmmovania/9852085.js"></script> <br />
Now to access the matrix of the given box, we first call the box rigid body's approxCurrentTransform function that calculates the box's transformation matrix. Next, we store the matrix into a local variable. Using the local matrix varible, we fill our float array which we then pass to the rendering API.<b> </b><br />
<script src="https://gist.github.com/mmmovania/9852090.js"></script><br />
<b> </b><br />
<b>Drawing the box:</b><br />
If we are successful, the mat array contains our 4x4 matrix. In OpenGL, we can then multiply this matrix to the current modelview matrix and then the object is placed and oriented in the 3D graphics world using the transform calculated by the Havok physics engine.<br />
<script src="https://gist.github.com/mmmovania/9852107.js"></script> <br />
For all those modern OpenGL lovers, I know this is legacy OpenGL code but my point is to preset the concept. You can convert this to modern OpenGL if required without a problem by using math libraries like glm.<br />
<br />
<b>Output</b><br />
That's all, the accompanying tutorial code should give you a simple box falling under gravity on the grid plane as shown in the following figure. <span style="font-family: inherit;"> </span><br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLmzRIzW7qeeQxNGz1-f9dBc8EAgESdmTnHSedN0CN-xstqPE2o5P8LvGKgAdTP-ZtgOj-8KELtIT2c-HSOa-ViNXEJ3YpRwCJD6FPuIFup30KfSOMP_xZATy9hQL66Xk_yAsIvN45B2PB/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLmzRIzW7qeeQxNGz1-f9dBc8EAgESdmTnHSedN0CN-xstqPE2o5P8LvGKgAdTP-ZtgOj-8KELtIT2c-HSOa-ViNXEJ3YpRwCJD6FPuIFup30KfSOMP_xZATy9hQL66Xk_yAsIvN45B2PB/s1600/a.png" height="312" width="400" /></a></div>
<br />
<br />
<span style="font-family: inherit;">You can get the full source code from my github repo <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a></span><br />
<br />
<span style="font-family: inherit;">Controls:</span><br />
<span style="font-family: inherit;">Left click to rotate</span><br />
<span style="font-family: inherit;">Middle click to zoom</span><br />
<span style="font-family: inherit;">Right click to pan</span><br />
<br />
<b><span style="font-family: inherit;">What's next:</span></b><br />
<span style="font-family: inherit;">In the next tutorial, I will show you how to add multiple boxes.</span><br />
<br />
<br />
Enjoy!!!</div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-44675721288477151242014-03-24T10:56:00.002-07:002014-07-21T20:27:10.232-07:00Havok Physics Engine Tutorial Series: Getting Started<div dir="ltr" style="text-align: left;" trbidi="on">
Hi all,<br />
I am starting a new tutorial series on Havok which is an industry standard physics engine. A couple of its components namely the Havok Physics Engine and the Havok Animation SDKs were recently released free (binary only) with sponsorship of Intel under the following terms and conditions.<br />
<blockquote class="tr_bq">
Havok's IntelĀ® sponsored free binary-only PC download can be used
during development to evaluate, prototype, and commercially release any
PC game. There are some basic licensing rules to follow:
<br />
<ul>
<li>PC titles sold for a retail value of less than $10.00 USD do not require a Havok distribution license to be executed.</li>
<li>PC titles sold for a retail value of more than $10.00 USD or more do
require a Havok license to be executed but at no additional cost.</li>
</ul>
</blockquote>
<br />
Details here: http://software.intel.com/sites/havok/en/<br />
<br />
As always, here is the disclaimer, I am not a Havok employee nor do I represent Havok. I am a hobbyist programmer who is trying to fill the online void in the OpenGL world. I have noticed this in the Havok physics engine case as well. So I am trying to make it easier for other OpenGL programmers to get up and running with Havok Physics SDK. All information contained in these tutorials is based on concepts gained from, the two tutorials cited below, the excellent Havok physics user guide and sample demos. These tutorials are written with clarity in mind showing clearly what is required to get started with Havok Physics SDK in VisualStudio 2012 on Windows 7. Note that there might be better and more optimized paths for these tutorials and I hope users will spot those in the comments below the tutorials.<br />
<br />
When I started out with Havok Physics SDK, I was really surprised with the detailed documentation given with the Havok Physics SDK. This includes a lot of sample demos which show a lot of varied real-time physics concepts. Unfortunately though, the Havok Physics SDK uses its own DirectX based framework. There are no OpenGL demos in there. Ofcourse hiding the details behind a framework is good but it makes understanding of minute details difficult and you have to dive in code to know what is really required. Therefore, I like other programmers started out but then was frustrated to get up. I went online to find some information and luckily got these two links<br />
<br />
<a href="http://piotrpluta.opol.pl/programming/havok-physics/">http://piotrpluta.opol.pl/programming/havok-physics/</a><br />
<a href="http://dalyup.wordpress.com/2012/02/07/havok-tutorial-01-getting-started/">http://dalyup.wordpress.com/2012/02/07/havok-tutorial-01-getting-started/</a><br />
<br />
Both of these cover the basics really well including how to get started from scratch with Havok Physics. I will hope that the readers of this blogs will follow these two tutorials first before proceeding forward. The issue with these is that the Havok sdk has changed a bit and there are some more changes that are required to get up and running with the latest free Havok physics sdk, So here are the missing links.<br />
<br />
For all of the tutorial series, I will assume that VisualStudio2012 is used and that you have downloaded the Havok sdk and freeglut libraries to some place on your harddisk. To make it smoother to follow, I suggest you create two environment variables <br />
<ol style="text-align: left;">
<li>HAVOK_ROOT (pointing to the root folder of Havok sdk typically named by date for e.g. hk2013_1_0_r1)</li>
<li>LIBRARIES_ROOT (generic folder for e.g. <span style="font-family: "Courier New",Courier,monospace;">E:\Libraries</span> containing the freeglut root folder e.g. <span style="font-family: "Courier New",Courier,monospace;">E:\Libraries\freeglut-2.8.1</span>) </li>
</ol>
<b>Compiler Settings</b> <br />
OK once this is done, you need to add the following paths to the includes directory (<br />
<span style="font-family: "Courier New",Courier,monospace;">C/C++ General->Additional Include Directories</span>)<br />
<span style="font-family: "Courier New",Courier,monospace;"><b> $(LIBRARIES_ROOT)\freeglut-2.8.1\include;$(HAVOK_ROOT)/Source;%(AdditionalIncludeDirectories)</b></span><br />
<br />
In addition, add <span style="font-family: "Courier New",Courier,monospace;">HK_CONFIG_SIMD=1</span> in preprocessor definitions (<span style="font-family: "Courier New",Courier,monospace;">C/C++->Preprocessor->Preprocessor Definitions</span>)<br />
<br />
Also change the <span style="font-family: "Courier New",Courier,monospace;">C/C++->Code Generation</span> page so that it appears as shown in the figure below<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMWykEGXdxbBXlmzcT9WhIWXhMfYvpAe-qK97hABBfFWc8WnWYRxajqA-k-GmeeCpx0H7Ob8K2qd3yCJ_LcnzpnYpnyYVNvOA8_hX_6-W0eU1n6_vGtTkQWOYDJtRjQPa7YSojXNYt2wdF/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMWykEGXdxbBXlmzcT9WhIWXhMfYvpAe-qK97hABBfFWc8WnWYRxajqA-k-GmeeCpx0H7Ob8K2qd3yCJ_LcnzpnYpnyYVNvOA8_hX_6-W0eU1n6_vGtTkQWOYDJtRjQPa7YSojXNYt2wdF/s1600/a.png" height="283" width="400" /></a></div>
<br />
<br />
<b>Linker Settings</b><br />
Change Additional Libraries Directories (<span style="font-family: "Courier New",Courier,monospace;">Linker->General->Additional Libraries Directories</span>) to <span style="font-family: "Courier New",Courier,monospace;">$(LIBRARIES_ROOT)\freeglut-2.8.1\lib\x86\Debug\;$(HAVOK_ROOT)\Lib\win32_vs2012_win7\debug_dll;%(AdditionalLibraryDirectories)</span><br />
<br />
<span style="font-family: inherit;">In <span style="font-family: "Courier New",Courier,monospace;">Linker->Input->Additional Dependencies</span>, add</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkBase.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkCompat.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkGeometryUtilities.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkInternal.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkSerialize.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkVisualize.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkaInternal.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkaAnimation.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkaPhysics2012Bridge.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpConstraint.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpConstraintSolver.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpCollide.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpDynamics.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpInternal.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpUtilities.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkpVehicle.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkcdCollide.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;">hkcdInternal.lib</span><br />
<span style="font-family: "Courier New",Courier,monospace;"><b><br /></b></span>
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: inherit;">That's it for the compiler and linker settings now to the real code. First, the include files</span></span></span><br />
<br />
<b><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: inherit;">Include Files</span></span></span></b><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: inherit;">To get our very first tutorial up, we need to include the following headers</span></span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851977.js"></script> </span></span></span><br />
<br />
<b><span style="font-size: small;"><span style="font-family: inherit;">Havok Initialization</span></span></b><br />
<span style="font-family: inherit;">A lot of code is required to initialize Havok. I will go through these step by step. Basically all Havok codes need to initialize at least two main components (Havok Memory Settings and Havok Physical World Settings) and an optional third component (the Visual Debugger). I create an <span style="font-family: "Courier New",Courier,monospace;">InitialzieHavok</span> function which is defined as follows</span><br />
<span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851782.js"></script> </span><br />
<span style="font-family: inherit;">Basically, this code is just calling the three initialization functions. Here we will look at each of these one by one.</span><br />
<br />
<b><span style="font-family: inherit;">(a) Initializing Havok Memory routines </span></b><b><span style="font-family: inherit;"> </span></b><br />
<span style="font-family: inherit;">I create a simple function <span style="font-family: "Courier New",Courier,monospace;">InitMemory </span>which does the memory initialization. Here is how the <span style="font-family: "Courier New",Courier,monospace;">InitMemory </span>function is defined.</span><br />
<span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851817.js"></script> </span><br />
<span style="font-family: inherit;">Lets see the details of the function piece by piece. First is a macro </span><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">call _</span>MM_SET_FLUSH_ZERO_MODE<span style="font-family: inherit;"> </span></span><br />
<span style="font-family: inherit;">which is used to ensure that there are no subnormal numbers (numbers that are very small close to zero) because they can lead to slower performance. If you want to know more about this macro, have a look at the wikipedia entry </span><br />
<span style="font-family: "Courier New",Courier,monospace;">http://en.wikipedia.org/wiki/Denormal_number</span><br />
<span style="font-family: "Courier New",Courier,monospace;"><script src="https://gist.github.com/mmmovania/9851950.js"></script> </span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">The above calls initialize the memory subsystem by allocating 0.5MB </span></span><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">for physics calculation with</span></span> a memory router using the default allocator. </span></span><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">We also call the Havok base system initialization function passing it our memory router and an error callback function. I just name this error callback <span style="font-family: "Courier New",Courier,monospace;">OnError</span> and I define it globally as follows which just dumps the passed msg to standard error stream (std::err) </span></span></span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851829.js"></script> </span></span></span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">Next, </span></span></span></span><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">we create a thread pool with </span></span></span></span><span style="font-family: inherit;">the given number of threads. </span><span style="font-family: inherit;">We get the current device's capabilities to obtain the maximum number of parallel threads available on the
multithreaded platform we are running on. </span><br />
<script src="https://gist.github.com/mmmovania/9851836.js"></script> <br />
<br />
<span style="font-family: inherit;">We then create a job queue for Havok modules to run multithreaded work. Finally, the function ends with the creation of a stream of monitors for the thread pool.</span><br />
<script src="https://gist.github.com/mmmovania/9851849.js"></script><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;"> </span> </span> </span></span> </span><br />
<b><span style="font-family: inherit;">(b) Initialize Physical World</span></b><br />
<span style="font-family: inherit;">The <span style="font-family: "Courier New",Courier,monospace;">InitPhysicalWorld </span>is defined as follows</span><br />
<span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851863.js"></script> </span><br />
<span style="font-family: inherit;">In Havok, the physics simulation world is represented by a <span style="font-family: "Courier New",Courier,monospace;">hkpWorld*</span> object. This object is initialized by calling the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld </span>constructor passing it the <span style="font-family: "Courier New",Courier,monospace;">hkpWorldCInfo </span>structure. This structure stores the global physics world settings like gravity etc. We first set the simulation type to a multi-threaded simulation. We then set the broadphase border behavior (which tells to the Havok physics engine to remove an entity if it goes out of the border). We pass the modified <span style="font-family: "Courier New",Courier,monospace;">hkpWorldCInfo </span>structure to the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld </span>constructor to create our Havok physics world object. After this call, </span><span style="font-family: inherit;"><span style="font-family: inherit;">we set the deactivation flag of the hkpWorld to false to ensure that there is no deactivation of rigid bodies. At this point we have our physics world object created.</span></span><br />
<br />
<span style="font-family: inherit;"><span style="font-family: inherit;">The next few calls modify the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld</span>. To ensure that no two threads modify the shared <span style="font-family: "Courier New",Courier,monospace;">hkpWorld </span>instance at the same time, </span>we issue a call to <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::markForWrite</span> function. </span><span style="font-family: inherit;">After this call we can issue all calls that modify the state of the physics world. We register collision dispatchers and the created job queue. <b>Note that </b></span><b><span style="font-family: "Courier New",Courier,monospace;">hkpWorld::markForWrite</span> function <span style="font-family: inherit;">call is paired with </span><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;">hkpWorld::unmarkForWrite</span></span> call which is issued in the InitVDB detailed below. </span></b><br />
<br />
<b><span style="font-family: inherit;">(c) Initialize Visual Debugger</span></b><br />
<span style="font-family: inherit;">Usually, you will need some mechanism to ensure that your physics world is behaving as expected. For debugging purposes or for checking physics simulation states, Havok provides a very useful application called the Visual Debugger in the SDK. We need to establish a connection to the running instance of the Havok Visua<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">l Debugger. This connection is established by creating an instance of the </span>hkVisualDebugger</span> object. This is done in the <span style="font-family: "Courier New",Courier,monospace;">InitVDB </span>function which is defined as follows.</span><br />
<span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851876.js"></script> </span><br />
<span style="font-family: inherit;">We first create a Havok Physics context object (<span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext</span>). We then call the static function <span style="font-family: "Courier New",Courier,monospace;">registerAllPhysicsProcesses </span>function. We then add the Havok physics world to the created <span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext </span>by calling <span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext::addWorld</span> function. We then store the <span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext </span>pointer in an <span style="font-family: "Courier New",Courier,monospace;">hkArray </span>object. We then call the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::unmarkForWrite</span> function that was paired with the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::markForWrite</span> in<b><b> </b></b>the <span style="font-family: "Courier New",Courier,monospace;">InitPhysicalWorld </span>function. The <span style="font-family: "Courier New",Courier,monospace;">hkArray </span>containing the <span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext </span>object is passed to the <span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger </span>constructor and then the <span style="font-family: "Courier New",Courier,monospace;">hkpVisualDebugger::serve</span> function is called to initialize the connection with the <span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger</span>. The connection will be established with the running instance of the visual debugger. </span><br />
<br />
<b><span style="font-size: small;"><span style="font-family: inherit;">Stepping the Havok Physics Engine and the Havok Visual Debugger </span></span></b><br />
<span style="font-family: inherit;"><span style="font-size: small;">In order to mode the Havok physics engine and the visual debugger forward in time, we need to make a call to the step function. This call is made in each frame before calling the render function. I name this function <span style="font-family: "Courier New",Courier,monospace;">StepHavok </span>and it is defined as follows.</span></span><br />
<script src="https://gist.github.com/mmmovania/9851892.js"></script> <br />
We first call <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::stepMultithreaded</span> function passing it the job queue and the timestep value which is given a constant step size of 1/60. Next, if the visual debugger is enabled, we step visual debugger using <span style="font-family: "Courier New",Courier,monospace;">StepVDB </span>function which is implemented as follows.<br />
<script src="https://gist.github.com/mmmovania/9851897.js"></script> <br />
The <span style="font-family: "Courier New",Courier,monospace;">StepVDB </span>function first syncs timers in the thread pool and then calls the <span style="font-family: inherit;"><span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger::step<span style="font-family: inherit;"> function passing it the time step value which is also a constant step size of 1/60. Finally, the <span style="font-family: "Courier New",Courier,monospace;">hkMonitorStream </span>is reset and the time data values in the thread pool are cleared.</span></span></span><br />
<br />
<b><span style="font-size: small;"><span style="font-family: inherit;">Havok Shutdown</span></span></b><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">The Havok Physics engine shutdown is carried out in the <span style="font-family: "Courier New",Courier,monospace;">ShutdownHavok </span>function. This function is defined as follows.</span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851921.js"></script> </span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">We first ensure that the is thread safe deletion by calling <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::markForWrite</span> function. Then, we call <span style="font-family: "Courier New",Courier,monospace;">hkpWorld::removeReference</span> which deletes the <span style="font-family: "Courier New",Courier,monospace;">hkpWorld </span>object. Since Havok internally keeps reference counts, the recommended approach to delete all Havok objects is to call <span style="font-family: "Courier New",Courier,monospace;">removeReference </span>on the object pointer instead of the delete function. Next, we delete the job queue and then call <span style="font-family: "Courier New",Courier,monospace;">removeReference </span>on the thread pool object. If the <span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger </span>is enabled, we call the <span style="font-family: "Courier New",Courier,monospace;">ShutdownVDB </span>function. Finally, we call <span style="font-family: "Courier New",Courier,monospace;">hkBaseSystem </span>and <span style="font-family: "Courier New",Courier,monospace;">hkMemoryInitUtil </span>interface's quit functions. The <span style="font-family: "Courier New",Courier,monospace;">ShutdownVDB </span>function is defined as follows.</span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><script src="https://gist.github.com/mmmovania/9851926.js"></script> </span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">We first call, <span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger::removeReference</span> function to delete the connection to the <span style="font-family: "Courier New",Courier,monospace;">hkVisualDebugger </span>instance. We then delete the context pointer again by calling <span style="font-family: "Courier New",Courier,monospace;">hkpPhysicsContext::removeReference</span> function. </span></span><br />
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<b><span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">Output</span></span></b><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">Running this tutorial does not show anything interesting. We just get a simple 3D grid rendered on screen as shown below. </span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbblK_zulgZUPmfW0M1acanV2BUwV_x83gLcY6_eRqx36cD6f0SVqmQNgbIOdPF50dZm-xUyb1_1UE8mbWzB-y0D8Jr0WFjnoA02BBgQWePVXlqoHteTxj9tj7Krbzl_iMiskP8R8hmaeu/s1600/a.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbblK_zulgZUPmfW0M1acanV2BUwV_x83gLcY6_eRqx36cD6f0SVqmQNgbIOdPF50dZm-xUyb1_1UE8mbWzB-y0D8Jr0WFjnoA02BBgQWePVXlqoHteTxj9tj7Krbzl_iMiskP8R8hmaeu/s1600/a.png" height="250" width="320" /></a></div>
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<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">The console output shows the Havok initialization messages as shown below. It should only display the messages shown in the following figure. </span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5Nx-P8njPNmwcWbVDEKT7ST_MDknUdibn3xtABYIwG1wP__BsdBCXl2O7gYz51kyGXc2QH98tfvaeDEs65Jn0mEQ_1fhvKhVZCoh7awK8HiS8tuJ2d1P_URW5p_k2MKJbuQ6yOUqEu_io/s1600/b.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5Nx-P8njPNmwcWbVDEKT7ST_MDknUdibn3xtABYIwG1wP__BsdBCXl2O7gYz51kyGXc2QH98tfvaeDEs65Jn0mEQ_1fhvKhVZCoh7awK8HiS8tuJ2d1P_URW5p_k2MKJbuQ6yOUqEu_io/s1600/b.png" height="201" width="400" /></a></div>
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<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">If you get any other message like some errors or <span style="font-family: "Courier New",Courier,monospace;">stacktrace </span>information, you are probably doing something incorrectly.</span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><br /></span></span>
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">That's it for the first getting started tutorial. You can get the full source code from my github repository here: <a href="https://github.com/mmmovania/HavokPhysicsTutorials">https://github.com/mmmovania/HavokPhysicsTutorials</a> </span></span><br />
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<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">Thanks,</span></span><br />
<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;">Mobeen</span></span><br />
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<span style="font-family: "Courier New",Courier,monospace;"><span style="font-family: inherit;"><span style="font-family: inherit;"> </span></span></span><br />
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MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com0tag:blogger.com,1999:blog-8216868933119618528.post-57257953374289235652014-03-08T09:59:00.000-08:002014-03-08T13:26:00.162-08:00GPU ray march renderer for PVR (Production Volume Rendering)<div dir="ltr" style="text-align: left;" trbidi="on">
I have managed to integrate my GPU ray marcher with the awesome <a href="https://github.com/pvrbook/pvr" target="_blank">Production Volume Renderer (PVR) by Magnus Wrenninge</a> on Windows 7 using Visual Studio 2012. The results are amazing as can be seen in the image below.<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOk537sShcpNbhLcWVzAAw5lMq1n31_3hCmPn9a6RA8fdnSVfRNMbWEy7F9L46oi4-vc7ELsBcdWuLhCsQAmyIJCtx0oAyjA-djIgF233KWRXKQNP_CDs0PYix2ajc8Vhkelz8Q8rjz24r/s1600/ttt.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjOk537sShcpNbhLcWVzAAw5lMq1n31_3hCmPn9a6RA8fdnSVfRNMbWEy7F9L46oi4-vc7ELsBcdWuLhCsQAmyIJCtx0oAyjA-djIgF233KWRXKQNP_CDs0PYix2ajc8Vhkelz8Q8rjz24r/s1600/ttt.png" height="311" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">GPU based Ray Marcher for Production Volume Renderer</td></tr>
</tbody></table>
Here is the video<br />
<div style="text-align: center;">
<iframe allowfullscreen="" frameborder="0" height="375" mozallowfullscreen="" src="//player.vimeo.com/video/88527589" webkitallowfullscreen="" width="500"></iframe> </div>
<div style="text-align: center;">
<a href="http://vimeo.com/88527589">GPU Ray marching for PVR (Production Volume Rendering)</a></div>
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I had to put the video on <a href="https://vimeo.com/88527589" target="_blank">vimeo </a>as youtube is occassionally blocked in my country. The PVR code to model this volume is follows. This is based of the example python code from Chapter 1.<br />
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<span style="font-family: "Courier New",Courier,monospace;">#include < pvr/Modeler.h > <br />#include < pvr/Primitives/Rasterization/PyroclasticPoint.h ><br />#include < pvr/Renderer.h ><br />#include < pvr/RaymarchSamplers/PhysicalSampler.h ><br />#include < pvr/Raymarchers/UniformRaymarcher.h ><br />#include < pvr/Camera.h ><br />#include < pvr/Occluders/OtfTransmittanceMapOccluder.h ><br />#include < pvr/Lights/PointLight.h ><br />#include < pvr/Volumes/VoxelVolume.h ><br />#include < Imath/ImathVec.h ><br />#include < pvr/VoxelBuffer.h ><br /><br />void GenerateVolumeData(std::vector < GLubyte > & buffer, int& xdim, int& ydim, int& zdim) {<br /> pvr::Model::Modeler::Ptr modeler = pvr::Model::Modeler::create(); <br /> pvr::Model::ModelerInput::Ptr input = pvr::Model::ModelerInput::create();<br /> pvr::Geo::Particles::Ptr parts = pvr::Geo::Particles::create();<br /> pvr::Geo::Geometry::Ptr geo = pvr::Geo::Geometry::create();<br /> pvr::Model::Prim::Rast::PyroclasticPoint::Ptr prim = pvr::Model::Prim::Rast::PyroclasticPoint::create();<br /> <br /> parts - > add(1);<br /> geo - > setParticles(parts); <br /> <br /> pvr::Util::ParamMap map;<br /> map.floatMap["amplitude"] = 0.5f;<br /> prim - > setParams(map); <br /><br /> input - > setGeometry(geo);<br /> input - > setVolumePrimitive(prim);<br /><br /> modeler - > addInput(input); <br /> modeler - > updateBounds();<br /> modeler - > setResolution(200);<br /> modeler - > execute(); <br /><br /> pvr::VoxelBuffer::Ptr buf = modeler - > buffer();<br /> Imath::V3i res = buf - > dataResolution(); <br /> <br /> xdim = res.x;<br /> ydim = res.y;<br /> zdim = res.z;<br /> <br /> int index = 0; <br /> for(pvr::VoxelBuffer::iterator i = buf - > begin(); i!= buf - > end(); ++i) <br /> { <br /> Imath::V3f value = *i; <br /> buffer.push_back((GLubyte)(value.x*255));<br /> buffer.push_back((GLubyte)(value.y*255));<br /> buffer.push_back((GLubyte)(value.z*255)); <br /> }<br />}</span></div>
MMMovaniahttp://www.blogger.com/profile/02716826252349695343noreply@blogger.com6