{"id":900,"date":"2017-07-24T10:23:13","date_gmt":"2017-07-24T01:23:13","guid":{"rendered":"http:\/\/msiplab.eng.niigata-u.ac.jp\/?page_id=900"},"modified":"2017-07-25T18:04:05","modified_gmt":"2017-07-25T09:04:05","slug":"fastclassifier","status":"publish","type":"page","link":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/projects\/fastclassifier","title":{"rendered":"\u9ad8\u901f\u5224\u5225"},"content":{"rendered":"<p><\/p>\n<h2>\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\u5224\u5225\u5668\u306e\u9ad8\u901f\u5b9f\u88c5<\/h2>\n<h3>\u6982\u8981<\/h3>\n<ul>\n<li>Gussian\u5206\u5e03\u306f\u7d71\u8a08\u7684\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u554f\u984c\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4e00\u65b9\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5206\u5e03\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u76f8\u5fdc\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li>Gussian\u6df7\u5408\u30e2\u30c7\u30eb\uff08GMM\uff09\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5206\u5e03\u306e\u8fd1\u4f3c\u3068\u3057\u3066\u4ee3\u66ff\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001\u9ad8\u3044\u8a08\u7b97\u30b3\u30b9\u30c8\u306f\u200b\u200b\u597d\u307e\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li>\u7d71\u8a08\u7684\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u554f\u984c\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u78ba\u7387\u306e\u9593\u306e\u6bd4\u8f03\u304c\u660e\u3089\u304b\u306b\u5197\u9577\u3067\u3042\u308b\u72b6\u6cc1\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u672c\u7814\u7a76\u3067\u306f\u3001GMM\u306b\u57fa\u3065\u304f\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u306e\u305f\u3081\u306b\u6307\u6570\u95a2\u6570\u8a08\u7b97\u306e\u52b9\u7387\u7684\u306a\u5b9f\u88c5\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002\n<ul>\n<li>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u3084\u3055\u3057\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/li>\n<li>\u30d7\u30ed\u30b0\u30e9\u30de\u30d6\u30ebDSP\u3067\u306e\u8a55\u4fa1\u304c\u6709\u52b9\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u5197\u9577\u306a\u6f14\u7b97\u3092\u4f4e\u6e1b\u3059\u308b\u305f\u3081\u306b\u6f14\u7b97\u7cbe\u5ea6\u306e\u9069\u5fdc\u5236\u5fa1\u304c\u9054\u6210\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-910\" src=\"http:\/\/msiplab.eng.niigata-u.ac.jp\/cgi-bin\/wordpress\/wp-content\/uploads\/2017\/07\/Icassp2009Poster.png\" alt=\"\" width=\"720\" height=\"509\" srcset=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/uploads\/2017\/07\/Icassp2009Poster.png 720w, https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/uploads\/2017\/07\/Icassp2009Poster-300x212.png 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/p>\n<h3>\u30a2\u30a4\u30c7\u30a2<\/h3>\n<p>\u6b21\u306e\u4e0d\u7b49\u5f0f\u306b\u57fa\u3065\u304d\u3001\u6307\u6570\u95a2\u6570\u306e\u8a55\u4fa1\u5024\u306e\u6bd4\u8f03\u3092\u533a\u9593\u6bd4\u8f03\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n<p class=\"ql-center-displayed-equation\" style=\"line-height: 23px;\"><span class=\"ql-right-eqno\"> &nbsp; <\/span><span class=\"ql-left-eqno\"> &nbsp; <\/span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/ql-cache\/quicklatex.com-02e6b61d8f8d60e16241c814a5b28b3e_l3.png\" height=\"23\" width=\"286\" class=\"ql-img-displayed-equation \" alt=\"&#92;&#91; &#50;&#94;&#123;&#45;&#40;&#92;&#108;&#102;&#108;&#111;&#111;&#114;&#32;&#122;&#92;&#108;&#111;&#103;&#95;&#50;&#32;&#101;&#32;&#92;&#114;&#102;&#108;&#111;&#111;&#114;&#43;&#49;&#41;&#125;&#60;&#92;&#101;&#120;&#112;&#40;&#45;&#122;&#41;&#92;&#108;&#101;&#113;&#32;&#50;&#94;&#123;&#45;&#92;&#108;&#102;&#108;&#111;&#111;&#114;&#32;&#122;&#92;&#108;&#111;&#103;&#95;&#50;&#32;&#101;&#92;&#114;&#102;&#108;&#111;&#111;&#114;&#125;&#32;&#92;&#93;\" title=\"Rendered by QuickLaTeX.com\"\/><\/p>\n<p> \u305f\u3060\u3057\u3001<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/ql-cache\/quicklatex.com-9114a4aff63e6708a04da97e23e25dc5_l3.png\" class=\"ql-img-inline-formula \" alt=\"&#122;&#62;&#48;\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"42\" style=\"vertical-align: 0px;\"\/>\u3002<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/ql-cache\/quicklatex.com-630cd70ba38dcd718d447adb97756d62_l3.png\" class=\"ql-img-inline-formula \" alt=\"&#92;&#108;&#111;&#103;&#95;&#50;&#32;&#101;\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"42\" style=\"vertical-align: -4px;\"\/>\u306f\u5b9a\u6570\uff081.442695040888963&#8230;\uff09\u306a\u306e\u3067\u3001\u533a\u9593\u8a08\u7b97\u306f\u6b63\u306e\u5909\u6570<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/wordpress\/wp-content\/ql-cache\/quicklatex.com-d9d772a59543419785ce66946592259a_l3.png\" class=\"ql-img-inline-formula \" alt=\"&#122;\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"9\" style=\"vertical-align: 0px;\"\/>\u306e\u5b9a\u6570\u4e57\u7b97\u3068\u5c0f\u6570\u70b9\u4ee5\u4e0b\u5207\u6368\u3066\u3001\u304a\u3088\u3073\u30d3\u30c3\u30c8\u30b7\u30d5\u30c8\u306e\u307f\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u5b66\u8853\u8ad6\u6587<\/h3>\n<ol>\n<li>Hidenori Watanabe and Shogo Muramatsu: <strong>Fast Algorithm and Efficient Implementation of GMM-Based Pattern Classifiers<\/strong>, Journal of Signal Processing Systems, Springer, Volume 63, Number 1, April 2011 , pp. 107-116(10), DOI: 10.1007\/s11265-009-0439-z, Apr. 2011. (<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11265-009-0439-z\">Online<\/a>)<\/li>\n<\/ol>\n<h3>\u56fd\u969b\u4f1a\u8b70<\/h3>\n<ol>\n<li>Shogo Muramatsu and Hidenori Watanabe: <strong>Fast Algorithm for GMM-Based Pattern Classifier<\/strong>, Proc. of 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2009), pp.633-636, Taipei, Apr. 2009.<\/li>\n<\/ol>\n<h3>\u7279\u8a31<\/h3>\n<ol>\n<li>\u8b58\u5225\u88c5\u7f6e\u3001\u8b58\u5225\u65b9\u6cd5\u53ca\u3073\u8b58\u5225\u51e6\u7406\u30d7\u30ed\u30b0\u30e9\u30e0\uff0c\u6751\u677e\u6b63\u543e,\u6e21\u8fba\u79c0\u5178<br \/>\n<span style=\"font-size: 1rem;\">\u767b\u9332\u756a\u53f7\uff08 \u7279\u8a31\u7b2c5112454\u53f7\uff0c2012\u5e7410\u670819\u65e5 \uff09 \uff0c\u65e5\u672c\u56fd<\/span><\/li>\n<li>Identification Device, Identification Method, and Identification Processing Program\uff0cShogo Muramatsu, Hidenori Watanabe<br \/>\n\u767b\u9332\u756a\u53f7\uff08 8,321,368\uff0c2012\u5e7411\u670827\u65e5 \uff09 \uff0c\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ol>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u6df7\u5408\u30ac\u30a6\u30b9\u5206\u5e03\u5224\u5225\u5668\u306e\u9ad8\u901f\u5b9f\u88c5 \u6982\u8981 Gussian\u5206\u5e03\u306f\u7d71\u8a08\u7684\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u554f\u984c\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u4e00\u65b9\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5206\u5e03\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u76f8\u5fdc\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002 Gussian\u6df7\u5408\u30e2\u30c7\u30eb\uff08GMM\uff09\u306f\u3001\u30de\u30eb\u30c1\u30e2 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/projects\/fastclassifier\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u9ad8\u901f\u5224\u5225&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":906,"parent":17,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-900","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/pages\/900","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/comments?post=900"}],"version-history":[{"count":32,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/pages\/900\/revisions"}],"predecessor-version":[{"id":921,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/pages\/900\/revisions\/921"}],"up":[{"embeddable":true,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/pages\/17"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/media\/906"}],"wp:attachment":[{"href":"https:\/\/www.eng.niigata-u.ac.jp\/~msiplab\/index.php\/wp-json\/wp\/v2\/media?parent=900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}