具有皮肤和动作分析的人脸检测C ++库

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  • 2022-05-02 17:21
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本文展示了针对肤色和灰度数据的人脸检测SSE优化C ++库,具有皮肤检测功能,运动估计功能可加快处理速度,小尺寸SVM和NN粗糙人脸预过滤,PCA / LDA / ICA /任何降维/投影和最终NN分类
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内容介绍
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src="https://static.pudn.com/prod/directory_preview_static/627013257b37011214246799/bg1.jpg"><div class="c x1 y1 w2 h2"><div class="t m0 x2 h3 y2 ff1 fs0 fc0 sc0 ls0 ws0">&#20855;&#26377;<span class="_ _0"></span>&#30382;&#32932;<span class="_ _0"></span>&#21644;&#21160;<span class="_ _0"></span>&#20316;&#20998;<span class="_ _0"></span>&#26512;&#30340;<span class="_ _0"></span>&#20154;&#33080;<span class="_ _0"></span>&#26816;&#27979;<span class="_ _1"></span>&#20855;&#26377;<span class="_ _0"></span>&#30382;&#32932;<span class="_ _0"></span>&#21644;&#21160;<span class="_ _0"></span>&#20316;&#20998;<span class="_ _0"></span>&#26512;&#30340;<span class="_ _0"></span>&#20154;&#33080;<span class="_ _0"></span>&#26816;&#27979;<span class="_ _2"></span><span class="ff2">C +<span class="_ _0"></span>+</span>&#24211;<span class="_ _3"></span>&#24211;<span class="_ _2"></span><span class="ff2">-</span>&#28304;&#30721;<span class="_ _4"></span>&#28304;&#30721;</div><div class="t m0 x2 h4 y3 ff1 fs1 fc0 sc0 ls0 ws0">&#20171;&#32461;<span class="_ _5"></span>&#20171;&#32461;</div><div class="t m0 x2 h5 y4 ff1 fs2 fc0 sc0 ls0 ws0">&#22312;&#20855;&#26377;&#22797;<span class="_ _0"></span>&#26434;&#32972;&#26223;&#65288;<span class="_ _0"></span>&#23460;&#22806;&#29615;&#22659;<span class="_ _0"></span>&#65292;&#26426;&#22330;&#65292;<span class="_ _0"></span>&#28779;&#36710;&#31449;<span class="ff3">/<span class="_ _0"></span></span>&#27773;&#36710;&#31449;&#65289;<span class="_ _0"></span>&#30340;&#19981;&#21463;&#25511;<span class="_ _0"></span>&#21046;&#30340;&#39118;&#26223;<span class="_ _0"></span>&#20013;&#65292;&#26234;&#33021;<span class="_ _0"></span>&#22270;&#20687;<span class="ff3">/</span>&#35270;&#39057;<span class="_ _0"></span>&#22788;&#29702;&#29992;&#20110;<span class="_ _0"></span>&#38754;&#37096;&#35782;&#21035;<span class="_ _0"></span>&#30340;&#31532;&#19968;&#27493;<span class="_ _0"></span>&#26159;&#38754;&#37096;</div><div class="t m0 x2 h5 y5 ff1 fs2 fc0 sc0 ls0 ws0">&#26816;&#27979;&#12290;<span class="ff3"> </span>&#21518;<span class="_ _0"></span>&#32773;&#30340;&#31934;&#24230;<span class="_ _0"></span>&#22312;&#24456;&#22823;&#31243;<span class="_ _0"></span>&#24230;&#19978;&#21462;&#20915;<span class="_ _0"></span>&#20110;&#24744;&#30340;&#38754;<span class="_ _0"></span>&#37096;&#35782;&#21035;&#32467;<span class="_ _0"></span>&#26524;&#12290;<span class="ff3"> </span>&#36890;&#24120;<span class="_ _0"></span>&#65292;&#22312;&#35813;&#39046;<span class="_ _0"></span>&#22495;&#36827;&#34892;&#30740;<span class="_ _0"></span>&#31350;&#30340;&#31185;&#23398;<span class="_ _0"></span>&#23478;&#27809;&#26377;&#26102;<span class="_ _0"></span>&#38388;&#25110;&#33021;&#21147;<span class="_ _0"></span>&#26469;&#24320;&#21457;&#21487;<span class="_ _0"></span>&#29992;&#20110;</div><div class="t m0 x2 h5 y6 ff1 fs2 fc0 sc0 ls0 ws0">&#21830;&#19994;&#29992;&#36884;<span class="_ _0"></span>&#30340;&#20248;&#21270;<span class="ff3">C<span class="_ _0"></span> ++</span>&#20195;&#30721;<span class="_ _0"></span>&#65292;&#32780;&#21482;&#33021;<span class="_ _0"></span>&#23558;&#33258;&#24049;&#23616;<span class="_ _0"></span>&#38480;&#20110;<span class="ff3">Mat<span class="_ _0"></span>lab</span>&#24320;&#21457;&#36807;<span class="_ _0"></span>&#31243;&#20013;&#12290;</div><div class="t m0 x2 h5 y7 ff1 fs2 fc0 sc0 ls0 ws0">&#26412;&#25991;&#30340;&#30446;<span class="_ _0"></span>&#30340;&#26159;&#25552;&#20379;<span class="_ _0"></span>&#19968;&#20010;&#25105;&#24320;<span class="_ _0"></span>&#21457;&#30340;&#32463;&#36807;<span class="_ _0"></span><span class="ff3">SSE</span>&#20248;&#21270;<span class="_ _0"></span>&#30340;<span class="ff3">C ++<span class="_ _0"></span></span>&#24211;&#65292;&#29992;&#20110;<span class="_ _0"></span>&#20154;&#33080;&#26816;&#27979;<span class="_ _0"></span>&#65292;&#22240;&#27492;&#24744;<span class="_ _0"></span>&#21487;&#20197;&#31435;&#21363;<span class="_ _0"></span>&#22312;&#35270;&#39057;&#30417;<span class="_ _0"></span>&#35270;&#24212;&#29992;&#31243;<span class="_ _0"></span>&#24207;&#20013;&#24320;&#22987;<span class="_ _0"></span>&#20351;&#29992;</div><div class="t m0 x2 h5 y8 ff1 fs2 fc0 sc0 ls0 ws0">&#23427;&#12290;<span class="ff3"> </span>&#38543;&#21516;<span class="_ _0"></span>&#23427;&#25552;&#20379;&#30340;<span class="_ _0"></span>&#20998;&#31867;&#22120;&#26159;<span class="_ _0"></span>&#22312;&#19968;&#27573;&#26102;<span class="_ _0"></span>&#38388;&#20869;&#20197;&#19981;<span class="_ _0"></span>&#21516;&#30340;&#20809;&#29031;<span class="_ _0"></span>&#26465;&#20214;&#22312;&#25105;<span class="_ _0"></span>&#25910;&#38598;&#30340;&#32593;<span class="_ _0"></span>&#32476;&#25668;&#20687;&#22836;<span class="_ _0"></span>&#22270;&#20687;&#19978;&#36827;<span class="_ _0"></span>&#34892;&#35757;&#32451;&#30340;<span class="_ _0"></span>&#65292;&#23427;&#21487;&#20197;<span class="_ _0"></span>&#23454;&#26102;&#26080;&#25925;<span class="_ _0"></span>&#38556;&#22320;</div><div class="t m0 x2 h5 y9 ff1 fs2 fc0 sc0 ls0 ws0">&#26816;&#27979;&#21040;&#25105;<span class="_ _0"></span>&#12290;<span class="ff3"> </span>&#23545;&#20110;&#38750;<span class="_ _0"></span>&#38754;&#37096;&#25968;&#25454;<span class="_ _0"></span>&#65292;&#25105;&#20351;&#29992;<span class="_ _0"></span>&#20102;&#19968;&#20123;&#32972;<span class="_ _0"></span>&#26223;&#30340;&#32593;&#32476;<span class="_ _0"></span>&#25668;&#20687;&#22836;&#24555;<span class="_ _0"></span>&#29031;&#12290;<span class="ff3"> </span>&#20351;&#29992;<span class="_ _0"></span>&#39640;&#26031;&#28388;&#27874;<span class="_ _0"></span>&#20174;&#22270;&#20687;&#20013;<span class="_ _0"></span>&#25552;&#21462;&#30340;&#30697;<span class="_ _0"></span>&#24418;&#65292;&#28982;&#21518;<span class="_ _0"></span>&#36827;&#34892;&#30452;&#26041;<span class="_ _0"></span>&#22270;&#24402;</div><div class="t m0 x2 h5 ya ff1 fs2 fc0 sc0 ls0 ws0">&#19968;&#21270;&#65292;&#22240;<span class="_ _0"></span>&#27492;&#65292;&#24212;&#29992;<span class="_ _0"></span>&#35813;&#36807;&#31243;&#21518;<span class="_ _0"></span>&#65292;&#22914;&#26524;&#23384;<span class="_ _0"></span>&#22312;&#30340;&#35805;&#65292;<span class="_ _0"></span>&#20854;&#22806;&#35266;&#22312;<span class="_ _0"></span>&#22806;&#35266;&#19978;&#20063;<span class="_ _0"></span>&#38750;&#24120;&#30456;&#20284;<span class="_ _0"></span>&#12290;<span class="ff3"> </span>&#24744;&#21487;&#20197;<span class="_ _0"></span>&#25214;&#21040;&#19979;&#38754;<span class="_ _0"></span>&#25551;&#36848;&#30340;&#31639;<span class="_ _0"></span>&#27861;&#65292;&#22914;&#26524;<span class="_ _0"></span>&#24744;&#36935;&#21040;&#29305;<span class="_ _0"></span>&#27530;&#36523;</div><div class="t m0 x2 h5 yb ff1 fs2 fc0 sc0 ls0 ws0">&#20221;&#38382;&#39064;&#65292;<span class="_ _0"></span>&#35831;&#23581;&#35797;&#22312;<span class="_ _0"></span><span class="ff3">Interne<span class="_ _0"></span>t</span>&#19978;&#21487;&#29992;&#30340;<span class="_ _0"></span>&#20247;&#22810;&#25968;&#25454;<span class="_ _0"></span>&#24211;&#20013;&#23545;&#32593;<span class="_ _0"></span>&#32476;&#36827;&#34892;&#35757;<span class="_ _0"></span>&#32451;&#65292;&#35757;&#32451;<span class="_ _0"></span>&#38598;&#20013;&#30340;&#38754;<span class="_ _0"></span><span class="ff3">Kong</span>&#26356;&#22810;<span class="_ _0"></span>&#19981;&#21516;<span class="ff3">-</span>&#35813;<span class="_ _0"></span>&#38754;<span class="ff3">Kong</span>&#30340;<span class="_ _0"></span>&#22823;&#23567;&#19982;&#25105;<span class="_ _0"></span>&#30340;&#30456;</div><div class="t m0 x2 h5 yc ff1 fs2 fc0 sc0 ls0 ws0">&#21516;&#20154;&#33080;&#22270;<span class="_ _0"></span>&#20687;<span class="ff3">19x1<span class="_ _0"></span>9</span>&#30340;<span class="ff3">lib</span>&#26159;<span class="ff3">C<span class="_ _0"></span>BCL</span>&#12290;<span class="ff3"> </span>&#23427;&#24050;&#36229;&#36807;<span class="ff3">1<span class="_ _0"></span>00 MB</span>&#65292;&#30446;<span class="_ _0"></span>&#21069;&#26080;&#27861;&#35775;<span class="_ _0"></span>&#38382;&#23485;&#24102;&#12290;</div><div class="t m0 x2 h4 yd ff1 fs1 fc0 sc0 ls0 ws0">&#32972;&#26223;<span class="_ _5"></span>&#32972;&#26223;</div><div class="t m0 x2 h5 ye ff1 fs2 fc0 sc0 ls0 ws0">&#20102;&#35299;&#23567;&#27874;<span class="_ _0"></span>&#20998;&#26512;&#65292;&#38477;<span class="_ _0"></span>&#32500;&#26041;&#27861;&#65288;<span class="_ _0"></span><span class="ff3">PCA</span>&#65292;<span class="ff3">LD<span class="_ _0"></span>A</span>&#65292;<span class="ff3">ICA</span>&#65289;<span class="_ _0"></span>&#65292;&#20154;&#24037;&#31070;<span class="_ _0"></span>&#32463;&#32593;&#32476;&#65288;<span class="_ _0"></span><span class="ff3">ANN</span>&#65289;&#65292;<span class="_ _0"></span>&#25903;&#25345;&#21521;&#37327;<span class="_ _0"></span>&#26426;&#65288;<span class="ff3">SVM<span class="_ _0"></span></span>&#65289;&#65292;<span class="ff3">SSE<span class="_ _0"></span></span>&#32534;&#31243;&#65292;&#22270;<span class="_ _0"></span>&#20687;&#22788;&#29702;&#65292;<span class="_ _0"></span>&#24418;&#24577;</div><div class="t m0 x2 h5 yf ff1 fs2 fc0 sc0 ls0 ws0">&#23398;&#36816;&#31639;&#65288;<span class="_ _0"></span>&#20405;&#34432;&#65292;&#33192;<span class="_ _0"></span>&#32960;&#65289;&#65292;&#30452;<span class="_ _0"></span>&#26041;&#22270;&#22343;&#34913;<span class="_ _0"></span>&#21270;&#65292;&#22270;&#20687;<span class="_ _0"></span>&#36807;&#28388;&#65292;<span class="ff3">C<span class="_ _0"></span> ++</span>&#32534;&#31243;<span class="_ _0"></span>&#21644;&#19968;&#20123;&#38754;<span class="_ _0"></span>&#37096;&#26816;&#27979;&#32972;<span class="_ _0"></span>&#26223;&#23558;&#26159;&#21487;<span class="_ _0"></span>&#21462;&#30340;&#12290;<span class="ff3"> </span>&#25105;&#19981;<span class="_ _0"></span>&#20250;&#25551;&#36848;&#25152;<span class="_ _0"></span>&#25552;&#21040;&#30340;&#27599;<span class="_ _0"></span>&#19968;&#20010;</div><div class="t m0 x2 h5 y10 ff1 fs2 fc0 sc0 ls0 ws0">&#35201;&#28857;&#65292;&#22240;<span class="_ _0"></span>&#20026;&#36825;&#38656;&#35201;<span class="_ _0"></span>&#22823;&#37327;&#30340;&#20889;<span class="_ _0"></span>&#20316;&#65292;&#24744;&#24212;<span class="_ _0"></span>&#35813;&#26597;&#30475;<span class="ff3">G<span class="_ _0"></span>oogle</span>&#25110;<span class="ff3">W<span class="_ _0"></span>iki</span>&#20197;&#33719;&#24471;<span class="_ _0"></span>&#22823;&#37327;&#21487;&#29992;<span class="_ _0"></span>&#30340;&#25945;&#31243;&#12290;</div><div class="t m0 x2 h4 y11 ff1 fs1 fc0 sc0 ls0 ws0">&#20351;&#29992;&#20195;<span class="_ _0"></span>&#30721;<span class="_ _6"></span>&#20351;&#29992;&#20195;<span class="_ _0"></span>&#30721;</div><div class="t m0 x2 h5 y12 ff1 fs2 fc0 sc0 ls0 ws0">&#35813;&#31243;&#24207;&#30340;<span class="_ _0"></span><span class="ff3">MFC</span>&#25509;&#21475;<span class="_ _0"></span>&#26159;&#20174;&#25105;&#30340;<span class="_ _0"></span>&#20854;&#20182;&#39033;&#30446;<span class="_ _0"></span><span class="ff3">&#8220;</span><span class="fc1">&#35270;&#39057;&#39044;&#35272;<span class="ff3">&#8221;</span>&#21644;<span class="ff3">&#8220;</span>&#24103;<span class="_ _0"></span>&#25429;&#33719;<span class="ff3">&#8221;</span>&#36890;&#36807;<span class="_ _0"></span><span class="ff3">Sample<span class="_ _0"></span>Grabber<span class="_ _0"></span></span>&#22312;&#32531;&#20914;&#27169;<span class="_ _0"></span>&#24335;&#19979;&#25429;&#33719;<span class="_ _0"></span>&#21040;&#20869;&#23384;&#30340;</span>&#12290;<span class="ff3"> </span>&#23613;&#31649;<span class="_ _0"></span>&#24050;&#32534;&#35793;</div><div class="t m0 x2 h5 y13 ff1 fs2 fc0 sc0 ls0 ws0">&#30340;&#28436;&#31034;&#29256;<span class="_ _0"></span>&#26412;&#24050;&#21021;&#22987;<span class="_ _0"></span>&#21270;&#20026;<span class="ff3">640<span class="_ _0"></span>x480</span>&#35270;&#39057;<span class="_ _0"></span>&#27969;&#65292;&#20294;&#22914;<span class="_ _0"></span>&#26524;&#24744;&#30340;&#32593;<span class="_ _0"></span>&#32476;&#25668;&#20687;&#22836;<span class="_ _0"></span>&#20165;&#25903;&#25345;&#19981;<span class="_ _0"></span>&#21516;&#30340;&#24103;&#36895;<span class="_ _0"></span>&#29575;&#65292;&#21017;&#24517;<span class="_ _0"></span>&#39035;&#37325;&#26032;&#32534;<span class="_ _0"></span>&#35793;&#23427;&#65292;&#20197;</div><div class="t m0 x2 h5 y14 ff1 fs2 fc0 sc0 ls0 ws0">&#23558;<span class="ff3 fs3">m_Wid<span class="_ _0"></span>th</span>&#21644;<span class="ff3 fs3">m_Height</span>&#21464;<span class="_ _0"></span>&#37327;&#21021;&#22987;&#21270;<span class="_ _0"></span>&#20026;<span class="ff3 fs3">CVidCap<span class="_ _0"></span>Dlg</span>&#26500;&#36896;&#20989;<span class="_ _0"></span>&#25968;&#20013;&#30340;&#20998;<span class="_ _0"></span>&#36776;&#29575;&#12290;<span class="ff3"> </span>&#22914;<span class="_ _0"></span>&#26524;&#24744;&#30340;&#25668;<span class="_ _0"></span>&#20687;&#22836;&#20197;<span class="ff3">3<span class="_ _0"></span>20x240</span>&#36816;<span class="_ _0"></span>&#34892;&#65292;&#27604;<span class="ff3">6<span class="_ _0"></span>40x480</span>&#23567;<span class="_ _0"></span>&#20004;</div><div class="t m0 x2 h5 y15 ff1 fs2 fc0 sc0 ls0 ws0">&#20493;&#65292;&#21017;&#36824;<span class="_ _0"></span>&#24517;&#39035;&#23558;<span class="ff3 fs3">m<span class="_ _0"></span>_ResizeRa<span class="_ _0"></span>tio</span>&#20174;<span class="ff3">0.12<span class="_ _0"></span>5</span>&#26356;&#25913;&#20026;<span class="ff3">0<span class="_ _0"></span>.25</span>&#65288;&#25968;&#23383;<span class="_ _0"></span>&#30340;&#20004;&#20493;&#65289;<span class="_ _0"></span>&#12290;<span class="_ _0"></span><span class="ff3"> </span>&#36827;&#34892;<span class="_ _0"></span>&#27492;&#31867;&#20462;&#25913;<span class="_ _0"></span>&#30340;&#21407;&#22240;&#26159;<span class="_ _0"></span>&#65292;&#20026;&#20102;&#23454;<span class="_ _0"></span>&#26102;&#36816;&#34892;&#65292;<span class="_ _0"></span>&#22312;&#21021;&#22987;</div><div class="t m0 x2 h5 y16 ff3 fs2 fc0 sc0 ls0 ws0">640x48<span class="_ _0"></span>0<span class="ff1">&#22270;&#20687;&#20013;&#25628;<span class="_ _0"></span>&#32034;</span>19x1<span class="_ _0"></span>9<span class="ff1">&#23610;&#23544;&#30340;&#38754;<span class="_ _0"></span></span>Kong<span class="ff1">&#65288;<span class="_ _0"></span>&#38750;&#24120;&#23567;&#65289;<span class="_ _0"></span>&#38750;&#24120;&#26114;&#36149;<span class="_ _0"></span>&#12290;</span> <span class="ff1">&#25105;&#20351;&#29992;&#25105;&#30340;<span class="_ _0"></span>&#25991;&#31456;<span class="fc1">&#12298;&#20351;<span class="_ _0"></span>&#29992;<span class="ff3">Haar</span>&#21464;<span class="_ _0"></span>&#25442;</span>&#36827;&#34892;<span class="fc1">&#24555;&#36895;&#20108;<span class="_ _0"></span>&#20803;&#22270;&#20687;&#32553;</span></span></div><div class="t m0 x2 h5 y17 ff1 fs2 fc1 sc0 ls0 ws0">&#25918;&#12299;<span class="fc0">&#23558;&#20195;<span class="_ _0"></span>&#30721;&#32553;&#23567;&#20026;<span class="_ _0"></span>&#21407;&#22987;&#23610;&#23544;<span class="_ _0"></span>&#30340;<span class="ff3">0.125<span class="_ _0"></span></span>&#65306;<span class="ff3">80x60<span class="_ _0"></span></span>&#12290;<span class="ff3"> </span>&#29616;&#22312;&#65292;<span class="_ _0"></span>&#22914;&#26524;&#24744;&#24320;<span class="_ _0"></span>&#22987;&#22312;&#35813;&#32553;<span class="_ _0"></span>&#23567;&#30340;&#22270;&#20687;<span class="_ _0"></span>&#20013;&#23547;&#25214;&#19968;<span class="_ _0"></span>&#24352;<span class="ff3">19x1<span class="_ _0"></span>9</span>&#30340;&#30697;&#24418;&#26469;<span class="_ _0"></span>&#23547;&#25214;&#19968;&#24352;<span class="_ _0"></span>&#33080;&#65292;</span></div><div class="t m0 x2 h5 y18 ff1 fs2 fc0 sc0 ls0 ws0">&#21017;&#23427;&#22312;<span class="ff3">6<span class="_ _0"></span>40x480</span>&#22270;<span class="_ _0"></span>&#20687;&#19978;&#30340;&#23454;<span class="_ _0"></span>&#38469;&#22823;&#23567;&#23558;<span class="_ _0"></span>&#26159;<span class="ff3">8</span>&#20493;&#65306;<span class="_ _0"></span><span class="ff3">152x15<span class="_ _0"></span>2</span>&#12290;<span class="ff3"> </span>&#21521;&#19979;&#37319;&#26679;&#19981;<span class="_ _0"></span>&#20165;&#20351;&#31639;&#27861;<span class="_ _0"></span>&#22312;&#35745;&#31639;&#36895;<span class="_ _0"></span>&#24230;&#19978;&#21463;&#30410;<span class="_ _0"></span>&#65292;&#32780;&#19988;&#22312;<span class="_ _0"></span>&#33719;&#24471;&#27809;&#26377;<span class="_ _0"></span>&#22122;&#38899;&#21644;&#22810;</div><div class="t m0 x2 h5 y19 ff1 fs2 fc0 sc0 ls0 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