计算机视觉-全景图检测论文

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现有全景图模式下运动目标检测算法较为欠缺,本人自己整理了一些计算机视觉-室外监控系统在全景图模式下的运动目标检测论文,希望能对大家有帮助
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内容介绍
<html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta charset="utf-8"> <meta name="generator" content="pdf2htmlEX"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="stylesheet" href="https://static.pudn.com/base/css/base.min.css"> <link rel="stylesheet" href="https://static.pudn.com/base/css/fancy.min.css"> <link rel="stylesheet" href="https://static.pudn.com/prod/directory_preview_static/6257ac4dbd8c6f2306d824f3/raw.css"> <script src="https://static.pudn.com/base/js/compatibility.min.js"></script> <script src="https://static.pudn.com/base/js/pdf2htmlEX.min.js"></script> <script> try{ pdf2htmlEX.defaultViewer = new pdf2htmlEX.Viewer({}); }catch(e){} </script> <title></title> </head> <body> <div id="sidebar" style="display: none"> <div id="outline"> </div> </div> <div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" src="https://static.pudn.com/prod/directory_preview_static/6257ac4dbd8c6f2306d824f3/bg1.jpg"><div class="t m0 x1 h2 y1 ff1 fs0 fc0 sc0 ls0 ws0">&#31532;<span class="_ _0"> </span><span class="ff2">41<span class="_ _0"> </span></span>&#21367;&#31532;<span class="_ _0"> </span><span class="ff2">5<span class="_ _0"> </span></span>&#26399; <span class="fs1"> </span><span class="ff2 ls1"> </span><span class="ff3 fs2">&#20809;&#30005;&#24037;&#31243;<span class="ff2 fs1 ls2"> <span class="_ _1"></span> <span class="_ _1"></span> <span class="_ _1"></span> <span class="fs0 ls3 ws1">V<span class="_ _2"></span>ol.41, No.5 </span></span></span></div><div class="t m0 x1 h3 y2 ff2 fs0 fc0 sc0 ls0 ws0">2014<span class="_ _0"> </span><span class="ff1">&#24180;<span class="_ _0"> </span></span>5<span class="_ _0"> </span><span class="ff1">&#26376;</span></div><div class="t m0 x2 h4 y3 ff2 fs1 fc0 sc0 ls4 ws0"> <span class="_ _3"></span> <span class="_ _3"></span> <span class="_ _3"></span> <span class="fs3 ls5 ws2">Opto-Electronic Engineering</span><span class="ls2"> <span class="_ _1"></span> </span></div><div class="t m1 x3 h5 y3 ff2 fs1 fc0 sc0 ls6 ws0"> </div><div class="t m0 x4 h5 y3 ff2 fs1 fc0 sc0 ls4 ws0"> <span class="fs0 ls7 ws3">May<span class="_ _4"></span>, 2014 </span></div><div class="t m0 x5 h6 y4 ff4 fs0 fc1 sc0 ls8 ws0">http://www<span class="_ _3"></span>.gdgc.ac.cn<span class="ff2 fc0 ls0"> </span></div><div class="t m0 x1 h5 y5 ff5 fs1 fc0 sc0 ls0 ws0">&#25991;&#31456;&#32534;&#21495;&#65306;<span class="ff2 ls9">1003</span><span class="ff1">-<span class="ff2 lsa">501X(2014)05</span>-<span class="ff2 ls9">0068</span>-<span class="ff2 ls9">09 </span></span></div><div class="t m0 x6 h7 y6 ff5 fs4 fc0 sc0 lsb ws0">&#22522;&#20110;<span class="_ _5"> </span><span class="ff2 lsc">DSP<span class="_"> </span></span><span class="lsd">&#30340;&#20840;&#26223;&#35270;&#39057;&#22810;&#30446;&#26631;&#23454;&#26102;&#26816;&#27979;<span class="ff2 ls0"> </span></span></div><div class="t m0 x7 h8 y7 ff3 fs2 fc0 sc0 ls0 ws0">&#26417;<span class="ff2 lse"> </span><span class="lsf">&#23041;&#65292;&#38889;&#24040;&#23792;&#65292;&#37073;&#38597;&#32701;&#65292;&#27748;&#19968;&#24179;</span><span class="ff2"> </span></div><div class="t m0 x8 h3 y8 ff2 fs0 fc0 sc0 ls10 ws0">( <span class="_"> </span><span class="ff6 ls0">&#27993;&#27743;&#24037;&#19994;&#22823;&#23398;<span class="ff2"> <span class="_"> </span></span>&#20449;&#24687;&#24037;<span class="_ _3"></span>&#31243;&#23398;&#38498;&#65292;&#26477;&#24030;<span class="ff2 ls11 ws4"> 310023 <span class="_ _6"></span>) </span></span></div><div class="t m0 x9 h3 y9 ff5 fs0 fc0 sc0 ls0 ws0">&#25688;&#35201;&#65306;<span class="ff1">&#20840;&#26223;&#35270;&#39057;&#30001;&#20110;&#20855;&#26377;<span class="_ _7"> </span><span class="ff2">360<span class="ff7">&#61616;</span></span>&#30340;&#35270;&#35282;&#65292;&#38750;&#24120;&#36866;&#21512;&#29992;&#20110;&#26234;&#33021;&#35270;&#39057;&#30417;&#25511;&#20013;&#30340;&#22810;&#30446;&#26631;&#26816;&#27979;&#12290;&#39318;&#20808;&#20171;&#32461;&#20102;&#20197;<span class="_ _7"> </span><span class="ff2 ls12">DSP<span class="_ _7"> </span></span>&#22788;&#29702;&#22120;</span></div><div class="t m0 x9 h3 ya ff1 fs0 fc0 sc0 ls0 ws0">&#20026;&#26680;&#24515;&#30340;&#31995;&#32479;&#22788;&#29702;&#24179;&#21488;&#65307;&#25509;&#30528;&#20171;&#32461;&#20102;&#20840;&#26223;&#22270;&#20687;&#30340;&#23637;&#24320;&#31639;&#27861;&#21644;<span class="_ _8"> </span><span class="ff2 ls13">MHOEI<span class="_ _8"> </span></span>&#22810;&#30446;&#26631;&#26816;&#27979;&#31639;&#27861;&#65307;&#28982;&#21518;&#38024;&#23545;&#20840;&#26223;&#23637;&#24320;&#35774;&#35745;&#20102;</div><div class="t m0 x9 h3 yb ff1 fs0 fc0 sc0 ls0 ws0">&#36866;&#21512;<span class="_ _8"> </span><span class="ff2 ls14">DSP<span class="_ _9"> </span></span>&#24179;&#21488;&#30340;&#20998;&#22359;&#26597;&#34920;&#23637;&#24320;&#26041;&#27861;&#65292;&#38024;&#23545;<span class="_ _8"> </span><span class="ff2 ls13">MHOEI<span class="_ _9"> </span></span>&#35774;&#35745;&#20102;&#38477;&#20998;&#36776;&#29575;&#22788;&#29702;&#26041;&#27861;&#65307;&#26368;&#21518;&#22312;<span class="_ _9"> </span><span class="ff2 ls14">DSP<span class="_ _8"> </span></span>&#22788;&#29702;&#22120;&#19978;&#36827;&#34892;&#20102;&#20248;&#21270;</div><div class="t m0 x9 h3 yc ff1 fs0 fc0 sc0 ls0 ws0">&#23454;&#29616;&#12290;<span class="_ _4"></span>&#23454;&#39564;&#34920;&#26126;&#65292;<span class="_ _2"></span>&#22312;&#25152;&#36873;&#30340;<span class="_ _a"> </span><span class="ff2 ls15">DM6437<span class="_"> </span></span>&#22788;&#29702;&#22120;&#19978;&#65292;<span class="_ _4"></span>&#23558;<span class="_ _0"> </span><span class="ff2 ls16">720&#215;576<span class="_"> </span></span>&#22823;&#23567;&#30340;&#20840;&#26223;&#22270;&#20687;&#23637;&#24320;&#20026;<span class="_ _a"> </span><span class="ff2 ls16">896&#215;180<span class="_"> </span></span>&#22823;&#23567;&#30340;&#30446;&#26631;&#22270;&#20687;&#65292;<span class="_ _2"></span>&#23637;</div><div class="t m0 x9 h3 yd ff1 fs0 fc0 sc0 ls0 ws0">&#24320;&#24103;&#29575;&#21487;&#36798;<span class="_ _9"> </span><span class="ff2">120<span class="_ _9"> </span></span>&#24103;&#27599;&#31186;&#65307;&#20877;&#32463;&#36807;&#22810;&#30446;&#26631;&#26816;&#27979;&#21518;&#33021;&#36798;&#21040;&#24179;&#22343;<span class="_ _9"> </span><span class="ff2">35<span class="_ _9"> </span></span>&#24103;&#27599;&#31186;&#65292;&#28385;&#36275;&#23454;&#26102;&#35201;&#27714;&#65292;&#21516;&#26102;&#33021;&#26377;&#25928;&#26816;&#27979;&#20986;&#20840;&#26223;&#35270;</div><div class="t m0 x9 h3 ye ff1 fs0 fc0 sc0 ls0 ws0">&#39057;&#20013;&#30340;&#36816;&#21160;&#21644;&#38745;&#27490;&#30446;&#26631;&#12290;<span class="ff2"> </span></div><div class="t m0 x9 h3 yf ff5 fs0 fc0 sc0 ls0 ws0">&#20851;&#38190;&#35789;&#65306;<span class="ff1">&#20840;&#26223;&#35270;&#39057;&#65307;&#22810;&#30446;&#26631;<span class="_ _3"></span>&#26816;&#27979;&#65307;<span class="ff2 ls14">DSP</span>&#65307;<span class="ff2 ls17">MHOEI</span><span class="ff5"> </span></span></div><div class="t m0 x9 h3 y10 ff5 fs0 fc0 sc0 ls0 ws0">&#20013;&#22270;&#20998;&#31867;&#21495;&#65306;<span class="ff2 ls18 ws5">TP391.4 <span class="_ _3"></span> <span class="ff5 ls0 ws0">&#25991;&#29486;&#26631;&#24535;<span class="_ _3"></span>&#30721;&#65306;<span class="ff2 ls1">A<span class="_ _b"></span> <span class="ff5 ls0">doi&#65306;</span><span class="ls11">10.39<span class="_ _3"></span>69/j.issn.1003-501X.20<span class="_ _3"></span>14.05.012<span class="ff5 ls0"> </span></span></span></span></span></div><div class="t m0 xa h9 y11 ff8 fs2 fc0 sc0 ls19 ws6">Real-time Detection of Mu<span class="ls1a">lti-object Based on <span class="_ _c"> </span> </span></div><div class="t m0 xb h9 y12 ff8 fs2 fc0 sc0 ls1b ws7">DSP Processor for Panoramic Video </div><div class="t m0 xc ha y13 ff8 fs1 fc0 sc0 ls1c ws8">ZHU W<span class="_ _3"></span>ei<span class="ff5 ls0 ws0">&#65292;</span><span class="ls1d ws9">HAN J<span class="_ _1"></span>ufeng<span class="ff5 ls0 ws0">&#65292;</span><span class="ls1e wsa">ZHENG<span class="_ _4"></span> Y<span class="_ _2"></span>ayu<span class="ff5 ls0 ws0">&#65292;</span><span class="ls1f wsb">T<span class="_ _4"></span>ANG<span class="_ _4"></span> Y<span class="_ _3"></span>iping </span></span></span></div><div class="t m0 xd h3 y14 ff2 fs0 fc0 sc0 ls10 ws0">( <span class="ff9 ls20 wsc">College of Info<span class="_ _3"></span>rmation Enginee<span class="_ _3"></span>ring<span class="ff2 ls0 ws0">,</span><span class="ls11 wsd"> Zhejiang U<span class="_ _3"></span>niversity of <span class="_ _3"></span>T<span class="_ _2"></span>echnology<span class="ff2 ls0 ws0">,</span><span class="ls18 wse"> Hangzhou<span class="ff2 ls21 wsf"> 310<span class="_ _3"></span>023, <span class="ff9 ls22 ws0">China <span class="ff2 ls0">)<span class="ff9"> </span></span></span></span></span></span></span></div><div class="t m0 x9 hb y15 ff8 fs0 fc0 sc0 ls23 ws0">Abstract<span class="ffa ls0">:<span class="ff2 ls17 ws10"> Because panoramic v<span class="_ _3"></span>ideo has a 360 d<span class="_ _3"></span>egree viewing angl<span class="ls24 ws11">e, it is quite suitable for <span class="ls0 ws12">the m<span class="_ _3"></span>ulti-object detection in </span></span></span></span></div><div class="t m0 x9 h3 y16 ff2 fs0 fc0 sc0 ls23 ws13">intelligent video surveillance s<span class="_ _3"></span>ystems. <span class="ls25 ws14">First, this paper introduces the DSP-base<span class="ls26 ws15">d system hardware architecture. Second, </span></span></div><div class="t m0 x9 h3 y17 ff2 fs0 fc0 sc0 ls27 ws16">the panoramic image unrol<span class="_ _3"></span>ling algorithm and th<span class="_ _3"></span>e MHOEI multi-object detection<span class="_ _3"></span> algorithm are g<span class="_ _3"></span>iven. Then the look-up </div><div class="t m0 x9 h3 y18 ff2 fs0 fc0 sc0 ls11 ws17">method of block table on DSP platform for<span class="_ _3"></span> panoramic imag<span class="ls8 ws18">e unr<span class="_ _3"></span>olling and the <span class="_ _3"></span>resolution reduction method for M<span class="_ _3"></span>HOEI </span></div><div class="t m0 x9 h3 y19 ff2 fs0 fc0 sc0 ls28 ws19">are designed respectiv<span class="_ _3"></span>ely. Final<span class="_ _3"></span>ly, the optimized<span class="_ _3"></span> scheme is<span class="_ _3"></span><span class="ls25 ws1a"> implemented on DSP processor.<span class="ls29 ws1b"> Experimental results show </span></span></div><div class="t m0 x9 h3 y1a ff2 fs0 fc0 sc0 ls16 ws1c">that it achieves 120 f/s process<span class="_ _3"></span>ing speed<span class="ls0 ws1d"> for <span class="_ _3"></span>unrolling the panoramic video<span class="_ _3"></span> reso<span class="ls2a ws1e">lution from 720&#215;576 into 8<span class="_ _3"></span>96&#215;180 on the </span></span></div><div class="t m0 x9 h3 y1b ff2 fs0 fc0 sc0 ls27 ws1f">selected DM643<span class="_ _3"></span>7 processo<span class="_ _3"></span>r<span class="_ _4"></span>. And after combin<span class="_ _3"></span>ed with th<span class="_ _3"></span>e multi-o<span class="_ _3"></span>bject detec<span class="_ _3"></span>tion, the <span class="_ _3"></span>average spe<span class="_ _3"></span>ed is up to 35<span class="_ _3"></span> f/s, whi<span class="_ _3"></span>ch </div><div class="t m0 x9 h3 y1c ff2 fs0 fc0 sc0 ls2b ws20">meets real<span class="_ _1"></span>-time requirements.<span class="_ _1"></span> Meanwhile, it can de<span class="_ _1"></span>tect movi<span class="_ _1"></span><span class="ls18 ws21">ng and motionless objects in <span class="ls2c ws22">panoramic vide<span class="_ _1"></span>o effectively<span class="_ _3"></span>. </span></span></div><div class="t m0 x9 hb y1d ff8 fs0 fc0 sc0 ls2d ws23">Key words<span class="ffa ls0 ws0">: </span><span class="ff2 ws24">panoramic vid<span class="_ _3"></span>eo; multi-object d<span class="_ _3"></span>etection; DSP; MH<span class="_ _3"></span>OEI </span></div><div class="t m0 x1 h2 y1e ff5 fs2 fc0 sc0 ls2e ws0">0 &#24341; &#35328;<span class="fs1 ls0"> </span></div><div class="t m0 x9 hc y1f ff6 fs1 fc0 sc0 ls0 ws0">&#22312;&#35745;&#31639;&#26426;&#35270;&#35273;&#20013;&#65292;<span class="_ _d"></span>&#22810;&#30446;&#26631;&#26816;&#27979;</div><div class="t m0 xe hd y20 ff2 fs5 fc0 sc0 ls2f ws0">[1-3]</div><div class="t m0 xf hc y21 ff6 fs1 fc0 sc0 ls0 ws0">&#30340;&#30446;&#30340;&#26159;&#22312;&#35270;&#39057;&#24207;&#21015;&#20013;<span class="_ _3"></span>&#26816;&#27979;&#20986;&#24863;&#20852;&#36259;&#30340;&#21306;&#22495;&#65292;<span class="_ _d"></span>&#24182;&#23558;&#20854;&#20174;&#32972;&#26223;<span class="_ _3"></span>&#20013;&#20998;&#21106;&#25552;</div><div class="t m0 x1 hc y22 ff6 fs1 fc0 sc0 ls0 ws0">&#21462;&#20986;&#26469;&#65292;<span class="_ _2"></span>&#26159;&#21518;&#32493;&#35270;<span class="_ _3"></span>&#39057;&#20998;&#26512;&#25216;&#26415;&#30340;&#22522;&#30784;&#12290;<span class="_ _e"></span>&#38543;&#30528;&#20840;&#26223;&#35270;&#35273;&#20256;&#24863;<span class="_ _3"></span>&#22120;&#25216;&#26415;&#30340;&#21457;&#23637;&#65292;<span class="_ _e"></span>&#20840;&#26223;&#35270;&#35273;&#31995;&#32479;</div><div class="t m0 x10 hd y23 ff2 fs5 fc0 sc0 ls30 ws0">[4-5]</div><div class="t m0 x11 hc y22 ff6 fs1 fc0 sc0 ls0 ws0">&#20063;&#34987;&#36234;&#26469;&#36234;&#22810;&#22320;</div><div class="t m0 x1 h5 y24 ff6 fs1 fc0 sc0 ls0 ws0">&#24212;&#29992;&#20110;&#26234;&#33021;&#35270;&#39057;&#30417;&#25511;&#39046;<span class="_ _3"></span>&#22495;&#20013;&#12290;<span class="_ _b"></span>&#26412;&#25991;&#23545;&#20840;&#26223;&#35270;&#39057;&#36827;&#34892;&#22810;&#30446;&#26631;&#23454;&#26102;&#26816;&#27979;<span class="_ _3"></span>&#30740;&#31350;&#65292;<span class="_ _b"></span>&#20855;&#26377;&#24456;&#22909;&#30340;&#24212;&#29992;&#20215;&#20540;&#21644;&#30740;&#31350;&#24847;<span class="_ _3"></span>&#20041;&#12290;<span class="_ _f"></span><span class="ff2"> </span></div><div class="t m0 x9 hc y25 ff6 fs1 fc0 sc0 ls0 ws0">&#30446;&#21069;&#30340;&#20840;&#26223;&#25104;&#20687;&#31995;&#32479;&#20027;<span class="_ _3"></span>&#35201;&#26377;&#20840;&#26223;&#25340;&#25509;</div><div class="t m0 x5 hd y26 ff2 fs5 fc0 sc0 ls2f ws0">[6]</div><div class="t m0 x12 hc y27 ff6 fs1 fc0 sc0 ls0 ws0">&#12289;<span class="_ _d"></span>&#40060;&#30524;&#36879;&#38236;</div><div class="t m0 x13 hd y26 ff2 fs5 fc0 sc0 ls2f ws0">[7]</div><div class="t m0 x14 hc y27 ff6 fs1 fc0 sc0 ls0 ws0">&#21644;&#25240;&#21453;&#23556;&#36879;&#38236;</div><div class="t m0 x15 hd y26 ff2 fs5 fc0 sc0 ls2f ws0">[8]</div><div class="t m0 x16 hc y27 ff6 fs1 fc0 sc0 ls0 ws0">&#12290;<span class="_ _d"></span>&#20854;&#20013;&#20840;&#26223;&#25340;&#25509;&#38656;&#35201;&#22810;&#20010;&#25668;&#20687;&#22836;&#37319;</div><div class="t m0 x1 hc y28 ff6 fs1 fc0 sc0 ls0 ws0">&#38598;&#30340;&#20960;&#24133;&#22270;&#20687;&#25340;&#25509;&#32780;&#25104;<span class="_ _3"></span>&#65292;&#20026;&#20102;&#33719;&#24471;&#36739;&#22909;&#30340;&#25340;&#25509;<span class="_ _3"></span>&#25928;&#26524;&#65292;&#28040;&#32791;&#35745;&#31639;&#37327;&#36739;&#22823;<span class="_ _3"></span>&#65292;&#36866;&#21512;&#29992;&#20110;&#23454;&#26102;&#24615;&#35201;&#27714;<span class="_ _3"></span>&#19981;&#39640;&#30340;&#22330;&#21512;&#65307;</div><div class="t m0 x1 h5 y29 ff6 fs1 fc0 sc0 ls0 ws0">&#40060;&#30524;&#36879;&#38236;&#26368;&#22810;&#21482;&#33021;&#36798;&#21040;<span class="_ _a"> </span><span class="ff2 ls9">180&#176;</span>&#24191;&#35282;&#35270;&#35282;&#65292;<span class="_ _4"></span>&#19988;&#38236;&#22836;&#32467;&#26500;&#22797;&#26434;&#65292;<span class="_ _3"></span>&#26657;&#27491;&#32321;&#29712;&#65307;<span class="_ _4"></span>&#25240;&#21453;&#23556;&#36879;&#38236;&#26080;&#38656;&#25340;&#25509;&#65292;<span class="_ _4"></span>&#29992;&#21333;&#20010;&#25668;&#20687;&#22836;</div><div class="t m0 x1 h5 y2a ff6 fs1 fc0 sc0 ls0 ws0">&#23601;&#33021;&#19968;&#27425;&#24615;&#24471;&#21040;<span class="_ _a"> </span><span class="ff2 ls31">360&#176;</span>&#30340;&#20840;&#26041;&#20301;&#35270;&#35282;<span class="_ _3"></span>&#65292;<span class="_ _4"></span>&#26131;&#20110;&#38598;&#25104;<span class="_ _3"></span>&#19988;&#25104;&#26412;&#20302;&#12290;<span class="_ _2"></span>&#28982;&#32780;&#25240;&#21453;&#23556;&#36879;&#38236;&#30001;&#20110;&#20854;&#24471;&#21040;&#30340;&#35270;&#39057;<span class="_ _3"></span>&#22270;&#20687;&#19981;&#31526;&#21512;&#20154;</div><div class="t m0 x17 he y2b ff5 fs6 fc0 sc0 ls0 ws0">&#25910;&#31295;&#26085;&#26399;<span class="ffa">&#65306;<span class="ff2 ls32">2014</span>-<span class="ff2 ls32">01</span>-<span class="ff2 ls32">13</span><span class="ff6">&#65307;<span class="ff2"> <span class="_"> </span></span></span></span>&#25910;&#21040;&#20462;&#25913;&#31295;&#26085;&#26399;<span class="ffa">&#65306;<span class="ff2 ls32">2014</span>-<span class="ff2 ls33">03</span>-<span class="ff2 ls33">07<span class="_ _3"></span> </span></span></div><div class="t m0 x17 he y2c ff5 fs6 fc0 sc0 ls0 ws0">&#22522;&#37329;&#39033;&#30446;&#65306;<span class="ff6">&#27993;&#27743;&#30465;&#33258;&#28982;&#31185;&#23398;&#22522;&#37329;<span class="_ _3"></span><span class="ff2 ls34 ws25">(LQ12F01008, Y11<span class="_ _4"></span>10532)<span class="_ _1"></span><span class="ff5 ls0 ws0">&#65307;<span class="ff6">&#22269;&#23478;&#33258;&#28982;&#31185;&#23398;&#22522;&#37329;<span class="ff2 ls35">(61070134)</span>&#36164;&#21161;&#39033;&#30446;</span> </span></span></span></div><div class="t m0 x17 he y2d ff5 fs6 fc0 sc0 ls0 ws0">&#20316;&#32773;&#31616;&#20171;<span class="ffa">&#65306;<span class="ff6 ls36">&#26417;&#23041;<span class="ff2 ls37">(1982-)</span><span class="ls0">&#65292;&#30007;<span class="ff2">(</span>&#27721;&#26063;<span class="ff2">)</span>&#65292;&#27993;&#27743;&#26477;&#24030;&#20154;&#12290;&#35762;&#24072;&#65292;&#21338;&#22763;<span class="_ _3"></span>&#30740;&#31350;&#29983;&#65292;&#20027;&#35201;&#30740;&#31350;&#24037;&#20316;&#26159;<span class="_ _3"></span>&#35270;&#39057;&#22270;&#20687;&#22788;&#29702;&#12290;<span class="ff2 ls38 ws26">E-m<span class="_ _3"></span>ail: weiz<span class="_ _3"></span>hu@zjut.e<span class="_ _3"></span>du.cn<span class="ff6 ls0 ws0">&#12290;<span class="ff2"> </span></span></span></span></span></span></div></div><div class="pi" data-data='{"ctm":[1.611639,0.000000,0.000000,1.611639,0.000000,0.000000]}'></div></div> </body> </html>
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