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 多尺度变换域隐马尔可夫模型能够有效地描述变换域系数在尺度间、尺度内和方向间的统计相关性,是 一种新的统计图像感知与识别方法. 文中以变换域系数的统计相关性描述为中心,以模型的设计和应用的开展为 两翼,深入分析了子波变换的三级统计特性与机理,比较研究了多尺度变换域的十种统计模型,并系统评述了这些 模型在图像感知、处理和分析中的最新进展. 同时,具体论述了这一领域研究中两类成功的实例:图像去噪和图像 纹理分割. 对于前者,以Lena 图像为测试用例分析比较了以变换域统计模型为核心的8 种算法的去噪性能 对于 后者,按照分割类型(监督式或非监督式) 和应用的图像类型系统比较了以统计模型为基础建立的15 种图像分割 方法. 最后,从面向应用的模型构造和算法设计、变换域的拓展和应用层次的推广三个层面指出了目前存在的问题 和不足,探讨了进一步的研究重点
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class="ff2 fs5">.<span class="_ _0"> </span></span><span class="ff4">&#23385;<span class="_ _13"> </span>&#12288;<span class="_ _14"></span>&#24378;<span class="_ _13"> </span><span class="ff2 fs5">,<span class="_ _6"></span></span><span class="ff1">&#30007;<span class="_ _13"> </span><span class="ff2 fs5">,<span class="_ _2"></span>1<span class="_ _2"></span>9<span class="_ _2"></span>79<span class="_ _3"> </span></span>&#24180;&#29983;<span class="_ _13"> </span><span class="ff2 fs5">,<span class="_ _6"></span></span>&#21338;<span class="_ _2"></span>&#22763;<span class="_ _2"></span>&#30740;<span class="_ _2"></span>&#31350;&#29983;<span class="_ _13"> </span><span class="ff2 fs5">,<span class="_ _6"></span></span>&#30740;<span class="_ _2"></span>&#31350;<span class="_ _2"></span>&#26041;<span class="_ _2"></span>&#21521;&#20026;<span class="_ _2"></span>&#27010;<span class="_ _2"></span>&#29575;<span class="_ _2"></span>&#22270;<span class="_ 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_1"></span>&#35199;&#23433;<span class="_ _7"> </span>&#12288;<span class="_ _17"></span><span class="ff2 fs5">71<span class="_ _2"></span>0<span class="_ _2"></span>07<span class="_ _2"></span>1</span></div><div class="t m0 x18 h7 yf ff2 fs5 fc0 sc0 ls0 ws0">)</div><div class="t m0 x19 h7 y11 ff2 fs5 fc0 sc0 ls0 ws0">(</div><div class="t m0 x1a h8 y12 ff1 fs4 fc0 sc0 ls0 ws0">&#35199;&#23433;&#30005;&#23376;&#31185;&#25216;&#22823;<span class="_ _c"></span>&#23398;&#38647;&#36798;&#20449;&#21495;&#22788;&#29702;&#22269;&#23478;<span class="_ _c"></span>&#37325;&#28857;&#23454;&#39564;&#23460;<span class="_ _13"> </span>&#12288;<span class="_ _1"></span>&#35199;&#23433;<span class="_ _13"> </span>&#12288;<span class="_ _1"></span><span class="ff2 fs5">7<span class="_ _2"></span>10<span class="_ _2"></span>0<span class="_ _2"></span>71</span></div><div class="t m0 x1b h7 y11 ff2 fs5 fc0 sc0 ls0 ws0">)</div><div class="t m0 x7 h2 y13 ff4 fs0 fc0 sc0 ls0 ws0">&#25688;<span class="_ _0"> </span>&#12288;<span class="_ _1"></span>&#35201;<span class="_ _0"> </span><span class="ff1">&#12288;<span class="_ _4"></span>&#22810;<span class="_ _2"></span>&#23610;&#24230;&#21464;&#25442;&#22495;&#38544;&#39532;&#23572;&#21487;&#22827;&#27169;&#22411;<span class="_ _2"></span>&#33021;&#22815;&#26377;&#25928;&#22320;&#25551;<span class="_ _2"></span>&#36848;<span class="_ _2"></span>&#21464;<span class="_ _2"></span>&#25442;<span class="_ _2"></span>&#22495;<span class="_ _6"></span>&#31995;<span class="_ _2"></span>&#25968;<span class="_ _2"></span>&#22312;<span class="_ _2"></span>&#23610;<span class="_ _2"></span>&#24230;<span class="_ _2"></span>&#38388;<span class="_ _5"></span>&#12289;<span class="_ _18"></span>&#23610;<span class="_ _2"></span>&#24230;<span class="_ _2"></span>&#20869;<span class="_ _2"></span>&#21644;<span class="_ _2"></span>&#26041;<span class="_ _2"></span>&#21521;<span class="_ _2"></span>&#38388;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#35745;<span class="_ _2"></span>&#30456;<span class="_ _2"></span>&#20851;<span class="_ _2"></span>&#24615;<span class="_ _3"> </span><span class="ff2 fs1">,</span>&#26159;</span></div><div class="t m0 x7 h2 y14 ff1 fs0 fc0 sc0 ls0 ws0">&#19968;&#31181;&#26032;&#30340;&#32479;&#35745;&#22270;&#20687;&#24863;&#30693;&#19982;&#35782;&#21035;<span class="_ _2"></span>&#26041;&#27861;<span class="_ _6"></span><span class="ff2 fs1">.<span class="_ _13"> </span></span>&#25991;&#20013;&#20197;&#21464;&#25442;&#22495;&#31995;&#25968;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#35745;<span class="_ _2"></span>&#30456;<span class="_ _2"></span>&#20851;<span class="_ _2"></span>&#24615;<span class="_ _6"></span>&#25551;<span class="_ _2"></span>&#36848;<span class="_ _2"></span>&#20026;<span class="_ _2"></span>&#20013;<span class="_ _2"></span>&#24515;<span class="_ _0"> </span><span class="ff2 fs1">,<span class="_ _2"></span></span>&#20197;<span class="_ _2"></span>&#27169;<span class="_ _2"></span>&#22411;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#35774;<span class="_ _2"></span>&#35745;<span class="_ _2"></span>&#21644;<span class="_ _2"></span>&#24212;<span class="_ _2"></span>&#29992;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#24320;<span class="_ _2"></span>&#23637;<span class="_ _2"></span>&#20026;</div><div class="t m0 x7 h2 y15 ff1 fs0 fc0 sc0 ls0 ws0">&#20004;&#32764;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#28145;&#20837;&#20998;&#26512;&#20102;&#23376;&#27874;&#21464;&#25442;&#30340;&#19977;&#32423;<span class="_ _2"></span>&#32479;&#35745;&#29305;&#24615;&#19982;&#26426;&#29702;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#27604;&#36739;&#30740;&#31350;&#20102;&#22810;&#23610;<span class="_ _2"></span>&#24230;&#21464;&#25442;&#22495;&#30340;<span class="_ _2"></span>&#21313;&#31181;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#35745;&#27169;<span class="_ _2"></span>&#22411;<span class="_ _0"> </span><span class="ff2 fs1">,<span class="_ _2"></span></span>&#24182;<span class="_ _2"></span>&#31995;<span class="_ _2"></span>&#32479;&#35780;<span class="_ _2"></span>&#36848;<span class="_ _2"></span>&#20102;<span class="_ _2"></span>&#36825;&#20123;</div><div class="t m0 x7 h2 y16 ff1 fs0 fc0 sc0 ls0 ws0">&#27169;&#22411;&#22312;&#22270;&#20687;&#24863;&#30693;<span class="_ _5"></span>&#12289;<span class="_ _19"></span>&#22788;&#29702;&#21644;&#20998;&#26512;&#20013;&#30340;&#26368;&#26032;&#36827;&#23637;<span class="_ _6"></span><span class="ff2 fs1">.<span class="_"> </span></span>&#21516;&#26102;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#20855;&#20307;<span class="_ _6"></span>&#35770;<span class="_ _2"></span>&#36848;<span class="_ _2"></span>&#20102;<span class="_ _2"></span>&#36825;<span class="_ _2"></span>&#19968;<span class="_ _2"></span>&#39046;<span class="_ _2"></span>&#22495;<span class="_ _2"></span>&#30740;<span class="_ _2"></span>&#31350;<span class="_ _2"></span>&#20013;<span class="_ _2"></span>&#20004;<span class="_ _2"></span>&#31867;<span class="_ _2"></span>&#25104;<span class="_ _2"></span>&#21151;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#23454;<span class="_ _2"></span>&#20363;<span class="_ _13"> </span><span class="ff2 fs1">:<span class="_ _6"></span></span>&#22270;<span class="_ _2"></span>&#20687;<span class="_ _2"></span>&#21435;<span class="_ _2"></span>&#22122;<span class="_ _2"></span>&#21644;<span class="_ _2"></span>&#22270;<span class="_ _2"></span>&#20687;</div><div class="t m0 x7 h2 y17 ff1 fs0 fc0 sc0 ls0 ws0">&#32441;&#29702;&#20998;&#21106;<span class="_ _6"></span><span class="ff2 fs1">.<span class="_ _13"> </span></span>&#23545;&#20110;&#21069;&#32773;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#20197;<span class="_ _13"> </span><span class="ff2 fs1">L<span class="_ _8"></span>e<span class="_ _2"></span>na<span class="_"> </span></span>&#22270;&#20687;<span class="_ _2"></span>&#20026;&#27979;&#35797;&#29992;&#20363;&#20998;&#26512;&#27604;&#36739;<span class="_ _6"></span>&#20102;<span class="_ _2"></span>&#20197;<span class="_ _2"></span>&#21464;<span class="_ _2"></span>&#25442;<span class="_ _2"></span>&#22495;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#35745;<span class="_ _2"></span>&#27169;<span class="_ _2"></span>&#22411;<span class="_ _2"></span>&#20026;<span class="_ _2"></span>&#26680;<span class="_ _2"></span>&#24515;<span class="_ _2"></span>&#30340;<span class="_ _3"> </span><span class="ff2 fs1">8<span class="_ _3"> </span></span>&#31181;<span class="_ _2"></span>&#31639;<span class="_ _2"></span>&#27861;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#21435;<span class="_ _2"></span>&#22122;<span class="_ _2"></span>&#24615;<span class="_ _2"></span>&#33021;<span class="_ _13"> </span><span class="ff2 fs1">;<span class="_ _6"></span></span>&#23545;<span class="_ _2"></span>&#20110;</div><div class="t m0 x7 h2 y18 ff1 fs0 fc0 sc0 ls0 ws0">&#21518;&#32773;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#25353;&#29031;&#20998;&#21106;&#31867;&#22411;</div><div class="t m0 x1c h5 y19 ff2 fs1 fc0 sc0 ls0 ws0">(</div><div class="t m0 x1d h2 y18 ff1 fs0 fc0 sc0 ls0 ws0">&#30417;&#30563;&#24335;&#25110;&#38750;&#30417;&#30563;&#24335;</div><div class="t m0 x1e h5 y19 ff2 fs1 fc0 sc0 ls0 ws0">)</div><div class="t m0 x1f h2 y18 ff1 fs0 fc0 sc0 ls0 ws0">&#21644;&#24212;&#29992;&#30340;&#22270;<span class="_ _2"></span>&#20687;<span class="_ _2"></span>&#31867;<span class="_ _2"></span>&#22411;<span class="_ _2"></span>&#31995;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#27604;<span class="_ _2"></span>&#36739;<span class="_ _6"></span>&#20102;<span class="_ _2"></span>&#20197;<span class="_ _2"></span>&#32479;<span class="_ _2"></span>&#35745;<span class="_ _2"></span>&#27169;<span class="_ _2"></span>&#22411;<span class="_ _2"></span>&#20026;<span class="_ _2"></span>&#22522;<span class="_ _2"></span>&#30784;<span class="_ _2"></span>&#24314;<span class="_ _2"></span>&#31435;<span class="_ _2"></span>&#30340;<span class="_ _3"> </span><span class="ff2 fs1">15<span class="_ _3"> </span></span>&#31181;<span class="_ _2"></span>&#22270;<span class="_ _2"></span>&#20687;<span class="_ _2"></span>&#20998;<span class="_ _2"></span>&#21106;</div><div class="t m0 x7 h2 y1a ff1 fs0 fc0 sc0 ls0 ws0">&#26041;&#27861;<span class="_ _2"></span><span class="ff2 fs1">.<span class="_"> </span></span>&#26368;&#21518;<span class="_ _13"> </span><span class="ff2 fs1">,</span>&#20174;&#38754;&#21521;<span class="_ _2"></span>&#24212;&#29992;&#30340;&#27169;&#22411;&#26500;&#36896;&#21644;&#31639;&#27861;&#35774;&#35745;<span class="_ _5"></span>&#12289;<span class="_ _19"></span>&#21464;&#25442;<span class="_ _2"></span>&#22495;&#30340;&#25299;&#23637;&#21644;&#24212;&#29992;&#23618;&#27425;&#30340;&#25512;&#24191;<span class="_ _2"></span>&#19977;<span class="_ _2"></span>&#20010;<span class="_ _2"></span>&#23618;&#38754;<span class="_ _2"></span>&#25351;<span class="_ _2"></span>&#20986;&#20102;<span class="_ _2"></span>&#30446;<span class="_ _2"></span>&#21069;<span class="_ _2"></span>&#23384;&#22312;<span class="_ _2"></span>&#30340;<span class="_ _2"></span>&#38382;<span class="_ _2"></span>&#39064;</div><div class="t m0 x7 h2 y1b ff1 fs0 fc0 sc0 ls0 ws0">&#21644;&#19981;&#36275;<span class="_ _0"> </span><span class="ff2 fs1">,</span>&#25506;&#35752;&#20102;&#36827;&#19968;&#27493;&#30340;&#30740;&#31350;&#37325;&#28857;<span class="_ _8"></span><span class="ff2 fs1">.</span></div><div class="t m0 x7 h2 y1c ff4 fs0 fc0 sc0 ls0 ws0">&#20851;&#38190;&#35789;<span class="_ _0"> </span><span class="ff1">&#12288;<span class="_ _1"></span>&#23376;&#27874;&#20998;&#26512;<span class="_ _7"> </span><span class="ff2 fs1">;<span class="_ _2"></span></span>&#38544;&#39532;<span class="_ _2"></span>&#23572;&#21487;&#22827;&#27169;&#22411;<span class="_ _13"> </span><span class="ff2 fs1">;</span>&#32479;<span class="_ _2"></span>&#35745;&#24314;&#27169;<span class="_ _13"> </span><span class="ff2 fs1">;</span>&#22270;&#20687;<span class="_ _2"></span>&#24863;&#30693;<span class="_ _7"> </span><span class="ff2 fs1">;<span class="_ _6"></span></span>&#22810;&#23610;&#24230;&#20960;&#20309;&#20998;&#26512;</span></div><div class="t m0 x7 h2 y1d ff4 fs0 fc0 sc0 ls0 ws0">&#20013;&#22270;&#27861;&#20998;&#31867;&#21495;<span class="_ _1a"> </span><span class="ff2 fs1">T<span class="_ _6"></span>P18</span></div><div class="t m0 x20 hb y1e ff5 fs9 fc0 sc0 ls0 ws0">A<span class="_ _c"></span>d<span class="_ _d"></span>v<span class="_ _d"></span>a<span class="_ _2"></span>n<span class="_ _2"></span>ce<span class="_ _2"></span>s<span class="_ _a"> </span>an<span class="_ _8"></span>d<span class="_ _16"> </span>P<span class="_ _11"></span>er<span class="_ _6"></span>sp<span class="_ _d"></span>ec<span class="_ _2"></span>t<span class="_ _8"></span>iv<span class="_ _c"></span>e<span class="_ _16"> </span>o<span class="_ _d"></span>n<span class="_ _1b"> </span>I<span class="_ _d"></span>m<span class="_ _14"></span>a<span class="_ _8"></span>g<span class="_ _c"></span>e<span class="_ _1c"> </span>P<span class="_ _11"></span>erce<span class="_ _6"></span>pt<span class="_ _6"></span>io<span class="_ _c"></span>n<span class="_ _1d"> </span>an<span class="_ _5"></span>d<span class="_ _1e"> </span>R<span class="_ _17"></span>ec<span class="_ _2"></span>og<span class="_ _d"></span>n<span class="_ _8"></span>it<span class="_ _8"></span>io<span class="_ _c"></span>n<span class="_ _1e"> </span>i<span class="_ _c"></span>n</div><div class="t m0 x21 hb y1f ff5 fs9 fc0 sc0 ls0 ws0">Mu<span class="_ _11"></span>l<span class="_ _8"></span>t<span class="_ _8"></span>is<span class="_ _c"></span>c<span class="_ _c"></span>a<span class="_ _2"></span>l<span class="_ _6"></span>e<span class="_ _1c"> </span>T<span class="_ _17"></span>r<span class="_ _c"></span>a<span class="_ _2"></span>n<span class="_ _6"></span>s<span class="_ _d"></span>f<span class="_ _7"></span>o<span class="_ _c"></span>r<span class="_ _6"></span>m<span class="_ _a"> </span>D<span class="_ _2"></span>o<span class="_ _2"></span>m<span class="_ _14"></span>a<span class="_ _7"></span>i<span class="_ _d"></span>n<span class="_ _8"></span>s</div><div class="t m0 x1e hc y20 ff2 fs3 fc0 sc0 ls0 ws0">J<span class="_ _0"> </span>IA<span class="_ _2"></span>O<span class="_ _a"> </span>L<span class="_ _2"></span>i<span class="_ _c"></span><span class="ff3 fs2">2<span class="_ _c"></span><span class="ff2 fs3">Ch<span class="_ _2"></span>e<span class="_ _8"></span>n<span class="_ _2"></span>g<span class="_ _3"> </span><span class="ff1 fs2">&#12288;<span class="_ _1"></span><span class="ff2 fs3">S<span class="_ _2"></span>U<span class="_ _8"></span>N<span class="_ _1d"> </span>Q<span class="_ _2"></span>i<span class="_ _2"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>g</span></span></span></span></div><div class="t m0 x22 hd y21 ff6 fsa fc0 sc0 ls0 ws0">(</div><div class="t m0 x23 h8 y22 ff6 fsa fc0 sc0 ls0 ws0">I<span class="_ _8"></span>ns<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="_ _6"></span>t<span class="_ _8"></span>u<span class="_ _2"></span>t<span class="_ _6"></span>e<span class="_ _13"> </span>o<span class="_ _8"></span>f<span class="_ _16"> </span>I<span class="_ _8"></span>nt<span class="_ _6"></span>e<span class="_ _2"></span>l<span class="_ _6"></span>l<span class="_ _6"></span>i<span class="_ _5"> </span>g<span class="_ _2"></span>e<span class="_ _6"></span>nt<span class="_ _a"> </span>I<span class="_ _8"></span>n<span class="_ _6"></span>f<span class="_ _0"> </span>o<span class="_ _2"></span>r<span class="_ _6"></span>m<span class="_ _6"></span>a<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="_ _6"></span>o<span class="_ _2"></span>n<span class="_ _a"> </span>P<span class="_ _2"></span>r<span class="_ _2"></span>ocess<span class="_ _2"></span>i<span class="_ _8"></span>n<span class="_ _6"></span>g<span class="_ _13"> </span>,<span class="_ _16"> </span>X<span class="_ _6"></span>i<span class="_ _5"> </span>d<span class="_ _6"></span>i<span class="_ _8"></span>a<span class="_ _2"></span>n<span class="_ _1f"> </span>U<span class="_ _6"></span>ni<span class="_ _8"></span>v<span class="_ _6"></span>e<span class="_ _6"></span>rs<span class="_ _2"></span>i<span class="_ _6"></span>t<span class="_ _8"></span>y<span class="_ _0"> </span>,<span class="_ _16"> </span>X<span class="_ _6"></span>i<span class="_ _2"></span><span class="ff7 fs4">&#8242;<span class="_ _12"></span><span class="ff6 fsa">an<span class="_ _0"> </span><span class="ff1 fs4">&#12288;<span class="_ _1"></span><span class="ff2 fs5">7<span class="_ _2"></span>10<span class="_ _2"></span>07<span class="_ _2"></span>1</span></span></span></span></div><div class="t m0 x24 hd y21 ff6 fsa fc0 sc0 ls0 ws0">)</div><div class="t m0 x25 hd y23 ff6 fsa fc0 sc0 ls0 ws0">(</div><div class="t m0 x26 h8 y24 ff6 fsa fc0 sc0 ls0 ws0">N<span class="_"> </span>at<span class="_ _6"></span>i<span class="_ _6"></span>o<span class="_ _2"></span>n<span class="_ _2"></span>a<span class="_ _2"></span>l<span class="_ _a"> </span>Ke<span class="_ _6"></span>y<span class="_ _15"> </span>L<span class="_"> </span>abo<span class="_ _2"></span>r<span class="_ _2"></span>a<span class="_ _2"></span>t<span class="_ _6"></span>o<span class="_ _2"></span>r<span class="_ _8"></span>y<span class="_ _a"> </span>f<span class="_"> </span>o<span class="_ _6"></span>r<span class="_ _1f"> </span>R<span class="_ _6"></span>a<span class="_ _8"></span>d<span class="_ _6"></span>a<span class="_ _6"></span>r<span class="_ _15"> </span>S<span class="_ _8"></span>i<span class="_ _5"> </span>g<span class="_ _8"></span>n<span class="_ _2"></span>a<span class="_ _2"></span>l<span class="_ _1d"> </span>P<span class="_ _2"></span>r<span class="_ _2"></span>ocess<span class="_ _2"></span>i<span class="_ _8"></span>n<span class="_ _6"></span>g<span class="_ _13"> </span>,<span class="_ _16"> </span>X<span class="_ _6"></span>i<span class="_ _5"> </span>d<span class="_ _6"></span>i<span class="_ _8"></span>a<span class="_ _2"></span>n<span class="_ _1f"> </span>U<span class="_ _6"></span>ni<span class="_ _8"></span>v<span class="_ _2"></span>e<span class="_ _6"></span>rs<span class="_ _6"></span>i<span class="_ _6"></span>t<span class="_ _8"></span>y<span class="_ _0"> </span>,<span class="_ _9"> </span>X<span class="_ _5"> </span>i<span class="ff7 fs4">&#8242;<span class="_ _12"></span><span class="ff6 fsa">a<span class="_ _2"></span>n<span class="_ _13"> </span><span class="ff1 fs4">&#12288;<span class="_ _17"></span><span class="ff2 fs5">71<span class="_ _2"></span>00<span class="_ _2"></span>71</span></span></span></span></div><div class="t m0 x27 hd y23 ff6 fsa fc0 sc0 ls0 ws0">)</div><div class="t m0 x28 hc y25 ff5 fs3 fc0 sc0 ls0 ws0">A<span class="_ _c"></span>bs<span class="_ _c"></span>tr<span class="_ _d"></span>a<span class="_ _2"></span>c<span class="_ _2"></span>t<span class="_ _15"> </span><span class="ff1 fs2">&#12288;<span class="_ _6"></span></span><span class="ff2">M<span class="_ _8"></span>ul<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>sca<span class="_ _2"></span>l<span class="_ _2"></span>e<span class="_ _1f"> </span>t<span class="_ _5"></span>r<span class="_ _6"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _c"></span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _d"></span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _20"> </span>hi<span class="_ _6"></span>d<span class="_ _2"></span>d<span class="_ _2"></span>e<span class="_ _6"></span>n<span class="_ _1f"> </span>M<span class="_ _2"></span>a<span class="_ _8"></span>r<span class="_ _8"></span>ko<span class="_ _8"></span>v<span class="_ _1f"> </span>m<span class="_ _c"></span>o<span class="_ _5"></span>del<span class="_ _8"></span>s</span></span></span></div><div class="t m0 x29 h4 y26 ff2 fs3 fc0 sc0 ls0 ws0">(</div><div class="t m0 x2a h3 y25 ff2 fs3 fc0 sc0 ls0 ws0">H<span class="_ _6"></span>M<span class="_ _8"></span>M<span class="_ _2"></span><span class="ff1 fs2">&#8217;<span class="_ _e"></span><span class="ff2 fs3">s</span></span></div><div class="t m0 x2b h4 y26 ff2 fs3 fc0 sc0 ls0 ws0">)</div><div class="t m0 x2c hc y25 ff2 fs3 fc0 sc0 ls0 ws0">,<span class="_ _15"> </span>a<span class="_ _15"> </span>cl<span class="_ _6"></span>a<span class="_ _8"></span>s<span class="_ _6"></span>s<span class="_"> </span>of<span class="_ _1d"> </span>ne<span class="_ _2"></span>w<span class="_ _a"> </span>s<span class="_ _2"></span>t<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="ff3 fs2">2</span></div><div class="t m0 x7 hc y27 ff2 fs3 fc0 sc0 ls0 ws0">ca<span class="_ _2"></span>l<span class="_ _20"> </span>ap<span class="_ _6"></span>p<span class="_ _5"></span>ro<span class="_ _6"></span>a<span class="_ _2"></span>c<span class="_ _6"></span>h<span class="_ _2"></span>e<span class="_ _8"></span>s<span class="_ _1f"> </span>t<span class="_ _2"></span>o<span class="_ _20"> </span>i<span class="_ _8"></span>ma<span class="_ _6"></span>ge<span class="_ _1f"> </span>p<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _2"></span>cep<span class="_ _5"></span>t<span class="_ _2"></span>io<span class="_ _5"></span>n<span class="_ _1f"> </span>a<span class="_ _6"></span>n<span class="_ _6"></span>d<span class="_ _20"> </span>r<span class="_ _6"></span>eco<span class="_ _8"></span>g<span class="_ _6"></span>ni<span class="_ _2"></span>t<span class="_ _6"></span>io<span class="_ _8"></span>n<span class="_ _15"> </span>,<span class="_ _15"> </span>c<span class="_ _2"></span>a<span class="_ _6"></span>n<span class="_ _1f"> </span>eff<span class="_ _8"></span>ec<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="_ _6"></span>ve<span class="_ _2"></span>l<span class="_ _6"></span>y<span class="_ _1f"> </span>c<span class="_ _2"></span>h<span class="_ _2"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>a<span class="_ _2"></span>c<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>ri<span class="_ _2"></span>ze<span class="_ _20"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _5"></span>scal<span class="_ _6"></span>e<span class="_ _3"> </span>,<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _c"></span><span class="ff3 fs2">2</span></div><div class="t m0 x7 hc y28 ff2 fs3 fc0 sc0 ls0 ws0">t<span class="_ _5"></span>r<span class="_ _2"></span>a<span class="_ _8"></span>sca<span class="_ _2"></span>l<span class="_ _6"></span>e<span class="_ _20"> </span>a<span class="_ _6"></span>n<span class="_ _8"></span>d<span class="_ _1f"> </span>c<span class="_ _6"></span>ro<span class="_ _5"></span>s<span class="_ _6"></span>s<span class="_ _11"></span><span class="ff3 fs2">2<span class="_ _11"></span><span class="ff2 fs3">o<span class="_ _8"></span>r<span class="_ _2"></span>i<span class="_ _2"></span>e<span class="_ _8"></span>n<span class="_ _2"></span>t<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>io<span class="_ _5"></span>n<span class="_ _1f"> </span>co<span class="_ _8"></span>r<span class="_ _8"></span>r<span class="_ _2"></span>el<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>io<span class="_ _8"></span>n<span class="_ _8"></span>s<span class="_ _15"> </span>of<span class="_ _9"> </span>t<span class="_ _5"></span>he<span class="_ _20"> </span>co<span class="_ _6"></span>e<span class="_ _c"></span>f<span class="_ _2"></span>f<span class="_ _2"></span>i<span class="_ _6"></span>cie<span class="_ _8"></span>n<span class="_ _2"></span>t<span class="_ _5"></span>s<span class="_ _1f"> </span>i<span class="_ _8"></span>n<span class="_ _a"> </span>d<span class="_ _c"></span>iff<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _6"></span>e<span class="_ _6"></span>n<span class="_ _2"></span>t<span class="_ _16"> </span>m<span class="_ _2"></span>u<span class="_ _2"></span>l<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>sca<span class="_ _2"></span>l<span class="_ _2"></span>e<span class="_ _a"> </span>t<span class="_ _5"></span>r<span class="_ _6"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _d"></span>f<span class="_ _6"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _a"> </span>do<span class="ff3 fs2">2</span></span></span></div><div class="t m0 x7 h4 y29 ff2 fs3 fc0 sc0 ls0 ws0">mai<span class="_ _8"></span>n<span class="_ _8"></span>s<span class="_ _2"></span>.<span class="_ _1b"> </span>Wi<span class="_ _2"></span>t<span class="_ _5"></span>h<span class="_ _1f"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _a"> </span>st<span class="_ _8"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _2"></span>i<span class="_ _2"></span>ca<span class="_ _2"></span>l<span class="_ _1f"> </span>c<span class="_ _6"></span>h<span class="_ _2"></span>a<span class="_ _6"></span>r<span class="_ _6"></span>a<span class="_ _2"></span>c<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>ri<span class="_ _2"></span>za<span class="_ _6"></span>t<span class="_ _6"></span>io<span class="_ _8"></span>n<span class="_ _3"> </span>of<span class="_ _1d"> </span>t<span class="_ _5"></span>he<span class="_ _1f"> </span>c<span class="_ _c"></span>o<span class="_ _8"></span>e<span class="_ _d"></span>f<span class="_ _2"></span>f<span class="_ _6"></span>i<span class="_ _2"></span>ci<span class="_ _2"></span>e<span class="_ _6"></span>n<span class="_ _2"></span>t<span class="_ _7"></span>s<span class="_"> </span>i<span class="_ _8"></span>n<span class="_ _1f"> </span>t<span class="_ _5"></span>r<span class="_ _6"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _c"></span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _1f"> </span>do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _1f"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _15"> </span>c<span class="_ _2"></span>e<span class="_ _6"></span>n<span class="_ _6"></span>t<span class="_ _6"></span>e<span class="_ _8"></span>r<span class="_ _1f"> </span>a<span class="_ _8"></span>n<span class="_ _6"></span>d</div><div class="t m0 x7 h4 y2a ff2 fs3 fc0 sc0 ls0 ws0">t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _1d"> </span>de<span class="_ _8"></span>si<span class="_ _6"></span>g<span class="_ _2"></span>n<span class="_ _16"> </span>of<span class="_ _1b"> </span>va<span class="_ _2"></span>r<span class="_ _2"></span>io<span class="_ _5"></span>u<span class="_ _6"></span>s<span class="_ _1c"> </span>st<span class="_ _8"></span>a<span class="_ _6"></span>t<span class="_ _2"></span>i<span class="_ _5"></span>st<span class="_ _2"></span>i<span class="_ _6"></span>ca<span class="_ _2"></span>l<span class="_ _1c"> </span>mo<span class="_ _8"></span>del<span class="_ _5"></span>s<span class="_ _16"> </span>a<span class="_ _8"></span>n<span class="_ _6"></span>d<span class="_ _1e"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _1e"> </span>d<span class="_ _2"></span>e<span class="_ _2"></span>vel<span class="_ _2"></span>o<span class="_ _2"></span>p<span class="_ _5"></span>me<span class="_ _8"></span>n<span class="_ _2"></span>t<span class="_ _1e"> </span>of<span class="_ _1b"> </span>a<span class="_ _1c"> </span>va<span class="_ _6"></span>ri<span class="_ _2"></span>e<span class="_ _6"></span>t<span class="_ _8"></span>y<span class="_ _16"> </span>of<span class="_ _1b"> </span>ap<span class="_ _2"></span>p<span class="_ _6"></span>l<span class="_ _2"></span>i<span class="_ _2"></span>ca<span class="_ _6"></span>t<span class="_ _2"></span>i<span class="_ _2"></span>o<span class="_ _8"></span>n<span class="_ _8"></span>s<span class="_ _1e"> </span>t<span class="_ _8"></span>wo</div><div class="t m0 x7 hc y2b ff2 fs3 fc0 sc0 ls0 ws0">wi<span class="_ _8"></span>n<span class="_ _6"></span>g<span class="_ _6"></span>s<span class="_ _3"> </span>,<span class="_ _a"> </span>t<span class="_ _5"></span>h<span class="_ _6"></span>r<span class="_ _2"></span>e<span class="_ _2"></span>e<span class="_ _20"> </span>cl<span class="_ _2"></span>a<span class="_ _8"></span>s<span class="_ _6"></span>se<span class="_ _8"></span>s<span class="_ _15"> </span>o<span class="_ _2"></span>f<span class="_ _9"> </span>s<span class="_ _2"></span>t<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _6"></span>ic<span class="_ _2"></span>a<span class="_ _2"></span>l<span class="_ _a"> </span>c<span class="_ _6"></span>h<span class="_ _2"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>a<span class="_ _2"></span>c<span class="_ _2"></span>t<span class="_ _6"></span>e<span class="_ _8"></span>ri<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="_ _2"></span>c<span class="_ _6"></span>s<span class="_ _a"> </span>a<span class="_ _6"></span>n<span class="_ _6"></span>d<span class="_ _1d"> </span>t<span class="_ _5"></span>hei<span class="_ _8"></span>r<span class="_ _9"> </span>mec<span class="_ _6"></span>h<span class="_ _2"></span>a<span class="_ _8"></span>ni<span class="_ _8"></span>s<span class="_ _2"></span>m<span class="_ _8"></span>s<span class="_ _1f"> </span>of<span class="_ _16"> </span>di<span class="_ _6"></span>sc<span class="_ _2"></span>r<span class="_ _6"></span>e<span class="_ _6"></span>t<span class="_ _6"></span>e<span class="_ _1d"> </span>w<span class="_ _2"></span>a<span class="_ _8"></span>vel<span class="_ _2"></span>e<span class="_ _6"></span>t<span class="_ _9"> </span>t<span class="_ _5"></span>r<span class="_ _6"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _c"></span><span class="ff3 fs2">2</span></div><div class="t m0 x2d h4 y2c ff2 fs3 fc0 sc0 ls0 ws0">f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _1f"> </span>of<span class="_ _a"> </span>a<span class="_ _8"></span>n<span class="_ _3"> </span>i<span class="_ _8"></span>ma<span class="_ _8"></span>ge<span class="_ _1f"> </span>a<span class="_ _6"></span>r<span class="_ _6"></span>e<span class="_ _1f"> </span>a<span class="_ _8"></span>na<span class="_ _2"></span>l<span class="_ _6"></span>yze<span class="_ _6"></span>d<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _1f"> </span>dep<span class="_ _5"></span>t<span class="_ _5"></span>h<span class="_ _3"> </span>,<span class="_ _20"> </span>t<span class="_ _6"></span>e<span class="_ _8"></span>n<span class="_ _20"> </span>s<span class="_ _2"></span>t<span class="_ _8"></span>a<span class="_ _6"></span>t<span class="_ _2"></span>i<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _6"></span>i<span class="_ _2"></span>ca<span class="_ _2"></span>l<span class="_ _a"> </span>m<span class="_ _c"></span>o<span class="_ _5"></span>del<span class="_ _8"></span>s<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _20"> </span>m<span class="_ _6"></span>ul<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>sca<span class="_ _2"></span>l<span class="_ _2"></span>e<span class="_ _20"> </span>t<span class="_ _5"></span>r<span class="_ _2"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _c"></span>f<span class="_ _6"></span>o<span class="_ _8"></span>r<span class="_ _8"></span>m<span class="_ _20"> </span>do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _15"> </span>a<span class="_ _8"></span>r<span class="_ _2"></span>e</div><div class="t m0 x28 hc y2d ff2 fs3 fc0 sc0 ls0 ws0">st<span class="_ _7"></span>u<span class="_ _2"></span>di<span class="_ _2"></span>e<span class="_ _6"></span>d<span class="_ _20"> </span>co<span class="_ _8"></span>mp<span class="_ _6"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>a<span class="_ _6"></span>t<span class="_ _2"></span>i<span class="_ _8"></span>vel<span class="_ _6"></span>y<span class="_ _3"> </span>,<span class="_ _1f"> </span>a<span class="_ _8"></span>n<span class="_ _6"></span>d<span class="_ _1f"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _a"> </span>s<span class="_ _2"></span>t<span class="_ _8"></span>a<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _5"></span><span class="ff3 fs2">2<span class="_ _14"></span><span class="ff2 fs3">of<span class="_ _13"> </span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _5"></span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">a<span class="_ _6"></span>r<span class="_ _6"></span>t<span class="_ _20"> </span>of<span class="_ _9"> </span>m<span class="_ _2"></span>u<span class="_ _2"></span>l<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>scal<span class="_ _6"></span>e<span class="_ _20"> </span>t<span class="_ _5"></span>r<span class="_ _2"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _c"></span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _d"></span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _a"> </span>st<span class="_ _8"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>s<span class="_ _2"></span>t<span class="_ _2"></span>i<span class="_ _2"></span>c<span class="_ _2"></span>al<span class="_ _1d"> </span>m<span class="_ _c"></span>o<span class="_ _8"></span>de<span class="_ _2"></span>l<span class="_ _8"></span>s</span></span></span></span></span></span></span></span></div><div class="t m0 x2d h4 y2e ff2 fs3 fc0 sc0 ls0 ws0">i<span class="_ _6"></span>n<span class="_ _1f"> </span>i<span class="_ _8"></span>ma<span class="_ _8"></span>ge<span class="_ _1f"> </span>p<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _2"></span>cep<span class="_ _5"></span>t<span class="_ _2"></span>io<span class="_ _5"></span>n<span class="_ _3"> </span>,<span class="_ _1f"> </span>p<span class="_ _5"></span>ro<span class="_ _6"></span>ce<span class="_ _8"></span>s<span class="_ _6"></span>si<span class="_ _6"></span>n<span class="_ _6"></span>g<span class="_ _20"> </span>a<span class="_ _6"></span>n<span class="_ _6"></span>d<span class="_ _20"> </span>a<span class="_ _8"></span>na<span class="_ _2"></span>l<span class="_ _6"></span>y<span class="_ _6"></span>si<span class="_ _8"></span>s<span class="_ _15"> </span>i<span class="_ _8"></span>s<span class="_ _a"> </span>s<span class="_ _2"></span>y<span class="_ _6"></span>s<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>m<span class="_ _2"></span>a<span class="_ _6"></span>t<span class="_ _2"></span>i<span class="_ _2"></span>ca<span class="_ _2"></span>l<span class="_ _2"></span>l<span class="_ _8"></span>y<span class="_ _a"> </span>r<span class="_ _2"></span>e<span class="_ _6"></span>v<span class="_ _c"></span>i<span class="_ _2"></span>e<span class="_ _6"></span>w<span class="_ _2"></span>e<span class="_ _6"></span>d<span class="_ _8"></span>.<span class="_ _b"> </span>Tw<span class="_ _2"></span>o<span class="_ _1d"> </span>t<span class="_ _5"></span>y<span class="_ _c"></span>p<span class="_ _8"></span>e<span class="_ _8"></span>s<span class="_ _1f"> </span>of<span class="_ _16"> </span>s<span class="_ _2"></span>ucc<span class="_ _2"></span>e<span class="_ _6"></span>s<span class="_ _6"></span>s<span class="_ _c"></span>f<span class="_ _5"></span>ul</div><div class="t m0 x7 h4 y2f ff2 fs3 fc0 sc0 ls0 ws0">ap<span class="_ _6"></span>p<span class="_ _6"></span>l<span class="_ _2"></span>i<span class="_ _2"></span>ca<span class="_ _6"></span>t<span class="_ _6"></span>io<span class="_ _8"></span>n<span class="_ _8"></span>s<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _a"> </span>t<span class="_ _5"></span>hi<span class="_ _8"></span>s<span class="_ _1d"> </span>r<span class="_ _6"></span>e<span class="_ _6"></span>se<span class="_ _2"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>c<span class="_ _6"></span>h<span class="_ _9"> </span>do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _1d"> </span>a<span class="_ _6"></span>r<span class="_ _6"></span>e<span class="_ _9"> </span>d<span class="_ _c"></span>i<span class="_ _8"></span>sc<span class="_ _6"></span>u<span class="_ _8"></span>s<span class="_ _6"></span>se<span class="_ _6"></span>d<span class="_ _a"> </span>i<span class="_ _8"></span>n<span class="_ _9"> </span>de<span class="_ _2"></span>t<span class="_ _8"></span>ai<span class="_ _2"></span>l<span class="_ _15"> </span>,<span class="_ _a"> </span>i<span class="_ _8"></span>.<span class="_ _15"> </span>e<span class="_ _8"></span>.<span class="_ _9"> </span>,<span class="_ _a"> </span>i<span class="_ _8"></span>ma<span class="_ _8"></span>ge<span class="_ _9"> </span>de<span class="_ _8"></span>noi<span class="_ _8"></span>si<span class="_ _6"></span>n<span class="_ _6"></span>g<span class="_ _1d"> </span>a<span class="_ _6"></span>n<span class="_ _6"></span>d<span class="_ _1d"> </span>t<span class="_ _8"></span>e<span class="_ _8"></span>x<span class="_ _2"></span>t<span class="_ _5"></span>u<span class="_ _6"></span>r<span class="_ _2"></span>e<span class="_ _8"></span>d</div><div class="t m0 x2d h4 y30 ff2 fs3 fc0 sc0 ls0 ws0">i<span class="_ _6"></span>m<span class="_ _2"></span>a<span class="_ _6"></span>ge<span class="_ _1d"> </span>se<span class="_ _6"></span>g<span class="_ _6"></span>me<span class="_ _8"></span>n<span class="_ _2"></span>t<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _6"></span>io<span class="_ _5"></span>n<span class="_ _6"></span>.<span class="_ _1b"> </span>Wi<span class="_ _2"></span>t<span class="_ _5"></span>h<span class="_ _a"> </span>r<span class="_ _6"></span>e<span class="_ _8"></span>s<span class="_ _c"></span>p<span class="_ _8"></span>ec<span class="_ _2"></span>t<span class="_ _16"> </span>t<span class="_ _2"></span>o<span class="_ _9"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _20"> </span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>me<span class="_ _6"></span>r<span class="_ _15"> </span>,<span class="_ _1d"> </span>w<span class="_ _2"></span>i<span class="_ _2"></span>t<span class="_ _7"></span>h<span class="_ _a"> </span>L<span class="_ _8"></span>e<span class="_ _6"></span>n<span class="_ _2"></span>a<span class="_ _a"> </span>i<span class="_ _8"></span>ma<span class="_ _6"></span>g<span class="_ _2"></span>e<span class="_ _a"> </span>a<span class="_ _8"></span>s<span class="_ _a"> </span>a<span class="_ _1d"> </span>t<span class="_ _8"></span>e<span class="_ _8"></span>st<span class="_ _9"> </span>c<span class="_ _2"></span>a<span class="_ _8"></span>se<span class="_ _3"> </span>,<span class="_ _1d"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _9"> </span>de<span class="_ _8"></span>n<span class="_ _c"></span>o<span class="_ _2"></span>i<span class="_ _8"></span>si<span class="_ _6"></span>n<span class="_ _6"></span>g</div><div class="t m0 x2d hc y31 ff2 fs3 fc0 sc0 ls0 ws0">p<span class="_ _6"></span>e<span class="_ _6"></span>rf<span class="_ _6"></span>o<span class="_ _8"></span>r<span class="_ _8"></span>m<span class="_ _2"></span>a<span class="_ _8"></span>nce<span class="_ _8"></span>s<span class="_ _15"> </span>of<span class="_ _9"> </span>di<span class="_ _d"></span>f<span class="_ _2"></span>f<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _6"></span>e<span class="_ _6"></span>n<span class="_ _6"></span>t<span class="_ _a"> </span>a<span class="_ _2"></span>l<span class="_ _8"></span>g<span class="_ _c"></span>o<span class="_ _5"></span>ri<span class="_ _6"></span>t<span class="_ _5"></span>h<span class="_ _8"></span>m<span class="_ _6"></span>s<span class="_ _a"> </span>ba<span class="_ _8"></span>se<span class="_ _6"></span>d<span class="_ _15"> </span>o<span class="_ _5"></span>n<span class="_ _1f"> </span>ei<span class="_ _8"></span>g<span class="_ _2"></span>h<span class="_ _6"></span>t<span class="_ _9"> </span>ki<span class="_ _6"></span>n<span class="_ _8"></span>d<span class="_ _2"></span>s<span class="_ _15"> </span>of<span class="_ _9"> </span>t<span class="_ _5"></span>r<span class="_ _2"></span>a<span class="_ _8"></span>n<span class="_ _6"></span>s<span class="_ _d"></span>f<span class="_ _6"></span>o<span class="_ _8"></span>r<span class="_ _5"></span>m<span class="_ _d"></span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _9"> </span>H<span class="_ _8"></span>M<span class="_ _8"></span>M<span class="_ _2"></span><span class="ff1 fs2">&#8217;<span class="_ _e"></span><span class="ff2 fs3">s<span class="_ _1f"> </span>a<span class="_ _8"></span>r<span class="_ _2"></span>e<span class="_ _20"> </span>co<span class="_ _8"></span>m<span class="_ _d"></span><span class="ff3 fs2">2</span></span></span></span></span></div><div class="t m0 x2d hc y32 ff2 fs3 fc0 sc0 ls0 ws0">p<span class="_ _6"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>e<span class="_ _8"></span>d<span class="_ _15"> </span>i<span class="_ _8"></span>n<span class="_ _20"> </span>t<span class="_ _8"></span>e<span class="_ _8"></span>r<span class="_ _6"></span>m<span class="_ _8"></span>s<span class="_ _20"> </span>o<span class="_ _2"></span>f<span class="_ _16"> </span>p<span class="_ _6"></span>e<span class="_ _2"></span>a<span class="_ _6"></span>k<span class="_ _9"> </span>of<span class="_ _1c"> </span>s<span class="_ _c"></span>i<span class="_ _6"></span>g<span class="_ _6"></span>n<span class="_ _2"></span>al<span class="ff3 fs2">2<span class="_ _11"></span><span class="ff2 fs3">t<span class="_ _6"></span>o<span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">noi<span class="_ _8"></span>se<span class="_ _16"> </span>r<span class="_ _6"></span>a<span class="_ _2"></span>t<span class="_ _6"></span>io</span></span></span></span></div><div class="t m0 x2e h4 y33 ff2 fs3 fc0 sc0 ls0 ws0">(</div><div class="t m0 x2f h4 y32 ff2 fs3 fc0 sc0 ls0 ws0">P<span class="_ _6"></span>SN<span class="_ _5"></span>R</div><div class="t m0 x30 h4 y33 ff2 fs3 fc0 sc0 ls0 ws0">)</div><div class="t m0 x31 h4 y32 ff2 fs3 fc0 sc0 ls0 ws0">;<span class="_ _1d"> </span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _16"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _1d"> </span>l<span class="_ _6"></span>a<span class="_ _6"></span>t<span class="_ _8"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _15"> </span>,<span class="_ _1d"> </span>f<span class="_ _2"></span>if<span class="_ _8"></span>t<span class="_ _8"></span>ee<span class="_ _8"></span>n<span class="_ _16"> </span>me<span class="_ _2"></span>t<span class="_ _7"></span>ho<span class="_ _8"></span>d<span class="_ _2"></span>s<span class="_ _16"> </span>de<span class="_ _6"></span>r<span class="_ _2"></span>i<span class="_ _6"></span>ve<span class="_ _6"></span>d</div><div class="t m0 x2d hc y34 ff2 fs3 fc0 sc0 ls0 ws0">f<span class="_ _5"></span>ro<span class="_ _8"></span>m<span class="_ _1d"> </span>m<span class="_ _6"></span>ul<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _8"></span>sca<span class="_ _2"></span>l<span class="_ _2"></span>e<span class="_ _a"> </span>t<span class="_ _5"></span>r<span class="_ _2"></span>a<span class="_ _8"></span>n<span class="_ _8"></span>s<span class="_ _d"></span>f<span class="_ _2"></span>o<span class="_ _5"></span>r<span class="_ _8"></span>m<span class="_ _d"></span><span class="ff3 fs2">2<span class="_ _d"></span><span class="ff2 fs3">do<span class="_ _8"></span>mai<span class="_ _8"></span>n<span class="_ _16"> </span>H<span class="_ _6"></span>M<span class="_ _8"></span>M<span class="_ _2"></span><span class="ff1 fs2">&#8217;<span class="_ _e"></span><span class="ff2 fs3">s<span class="_ _1f"> </span>a<span class="_ _6"></span>r<span class="_ _6"></span>e<span class="_ _1d"> </span>sy<span class="_ _6"></span>s<span class="_ _2"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>ma<span class="_ _6"></span>t<span class="_ _6"></span>i<span class="_ _2"></span>ca<span class="_ _2"></span>l<span class="_ _2"></span>l<span class="_ _6"></span>y<span class="_ _1f"> </span>co<span class="_ _8"></span>mp<span class="_ _6"></span>a<span class="_ _8"></span>r<span class="_ _2"></span>e<span class="_ _6"></span>d<span class="_ _1f"> </span>a<span class="_ _2"></span>cco<span class="_ _8"></span>r<span class="_ _8"></span>di<span class="_ _6"></span>n<span class="_ _2"></span>g<span class="_ _20"> </span>t<span class="_ _2"></span>o<span class="_ _1d"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _a"> </span>se<span class="_ _6"></span>g<span class="_ _6"></span>me<span class="_ _8"></span>n<span class="_ _c"></span><span class="ff3 fs2">2</span></span></span></span></span></div><div class="t m0 x7 h4 y35 ff2 fs3 fc0 sc0 ls0 ws0">t<span class="_ _8"></span>a<span class="_ _2"></span>t<span class="_ _6"></span>io<span class="_ _5"></span>n<span class="_ _1f"> </span>ca<span class="_ _6"></span>t<span class="_ _8"></span>e<span class="_ _6"></span>g<span class="_ _c"></span>o<span class="_ _5"></span>ri<span class="_ _2"></span>e<span class="_ _8"></span>s</div><div class="t m0 x32 h4 y36 ff2 fs3 fc0 sc0 ls0 ws0">(</div><div class="t m0 x33 h4 y35 ff2 fs3 fc0 sc0 ls0 ws0">s<span class="_ _2"></span>up<span class="_ _8"></span>e<span class="_ _6"></span>r<span class="_ _6"></span>vi<span class="_ _6"></span>se<span class="_ _8"></span>d<span class="_ _3"> </span>o<span class="_ _8"></span>r<span class="_ _1d"> </span>u<span class="_ _6"></span>n<span class="_ _8"></span>s<span class="_ _2"></span>up<span class="_ _6"></span>e<span class="_ _6"></span>r<span class="_ _8"></span>vi<span class="_ _6"></span>se<span class="_ _6"></span>d</div><div class="t m0 x34 h4 y36 ff2 fs3 fc0 sc0 ls0 ws0">)</div><div class="t m0 x35 hc y35 ff2 fs3 fc0 sc0 ls0 ws0">a<span class="_ _6"></span>n<span class="_ _6"></span>d<span class="_ _20"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _15"> </span>i<span class="_ _8"></span>ma<span class="_ _8"></span>ge<span class="_ _20"> </span>t<span class="_ _8"></span>yp<span class="_ _6"></span>e<span class="_ _8"></span>s<span class="_ _3"> </span>o<span class="_ _5"></span>n<span class="_ _1f"> </span>w<span class="_ _5"></span>hic<span class="_ _6"></span>h<span class="_ _20"> </span>t<span class="_ _5"></span>h<span class="_ _2"></span>e<span class="_ _8"></span>se<span class="_ _a"> </span>me<span class="_ _2"></span>t<span class="_ _7"></span>ho<span class="_ _8"></span>d<span class="_ _6"></span>s<span class="_ _1f"> </span>a<span class="_ _6"></span>r<span class="_ _2"></span>e<span class="_ _20"> </span>ap<span class="_ _2"></span><span class="ff3 fs2">2</span></div></div><div class="pi" data-data='{"ctm":[1.711230,0.000000,0.000000,1.711230,0.000000,0.000000]}'></div></div> </body> </html>
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