


{"id":38,"date":"2010-08-27T18:54:17","date_gmt":"2010-08-27T16:54:17","guid":{"rendered":"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/ciop\/?page_id=38"},"modified":"2025-01-20T08:51:13","modified_gmt":"2025-01-20T07:51:13","slug":"gesture-recognition","status":"publish","type":"page","link":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/research\/gesture-recognition\/","title":{"rendered":"Gesture Recognition"},"content":{"rendered":"<div class=\"post-headline\">\n<h1 style=\"margin: 0px;padding: 0px;font-size: 1.7em\">\u00a0<a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2010\/08\/wurf.png\"><img decoding=\"async\" class=\"alignleft size-full wp-image-658\" style=\"width: 200px;height: 136px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/wurf.jpg\" alt=\"wurf\" \/><\/a> <a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2010\/08\/z1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-659\" src=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/z1.jpg\" alt=\"z1\" width=\"230\" height=\"137\" \/><\/a><\/h1>\n<\/div>\n<p class=\"lead\">&nbsp;<\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><\/h2>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\">Description<\/h2>\n<div class=\"post-bodycopy clearfix\">\n<p style=\"margin: 1em 0px;padding: 0px\"><img decoding=\"async\" class=\"alignright size-full wp-image-319\" style=\"width: 190px;height: 154px\" title=\"hold_wiimote\" src=\"https:\/\/web.archive.org\/web\/20131005064134im_\/http:\/\/gociop.de\/wp-content\/uploads\/webimages\/researchProjects\/wiiHands.png\" alt=\"Hands holding wiimote\" \/>The gesture recognition project uses the Wiimote for recording acceleration data. Gestures from different persons are trained and later recognized. We useSlow Feature Analysis (SFA) to find meaningful features for the training of classifiers.<\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\">People<\/h2>\n<p style=\"margin: 1em 0px;padding: 0px\">Kristine Hein,\u00a0<a href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/about\/people-2\/#WolfgangKonen\">Wolfgang Konen<\/a>,\u00a0<a href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/about\/people-2\/\">Patrick Koch<\/a><\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\">Publication<\/h2>\n<p><span style=\"line-height: 16.6399993896484px\"><div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><\/form><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2011\">2011<\/h3><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Konen, Wolfgang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('287','tp_links')\" style=\"cursor:pointer;\">Self-configuration from a Machine-Learning Perspective<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">Research Center CIOP (Computational Intelligence, Optimization and Data Mining) <\/span><span class=\"tp_pub_additional_address\">Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, <\/span><span class=\"tp_pub_additional_number\">Nr. 05\/11; arXiv: 1105.1951, <\/span><span class=\"tp_pub_additional_year\">2011<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 2191-365X<\/span><span class=\"tp_pub_additional_note\">, (e-print published at http:\/\/arxiv.org\/abs\/1105.1951 and Dagstuhl Preprint Archive, Workshop 11181 &quot;Organic Computing -- Design of Self-Organizing Systems&quot;)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_287\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('287','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_287\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('287','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_287\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Kone11cb,<br \/>\r\ntitle = {Self-configuration from a Machine-Learning Perspective},<br \/>\r\nauthor = {Wolfgang Konen},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone11c.d\/Kone11c.pdf},<br \/>\r\nissn = {2191-365X},<br \/>\r\nyear  = {2011},<br \/>\r\ndate = {2011-01-01},<br \/>\r\nnumber = {05\/11; arXiv: 1105.1951},<br \/>\r\naddress = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},<br \/>\r\ninstitution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},<br \/>\r\nnote = {e-print published at http:\/\/arxiv.org\/abs\/1105.1951 and Dagstuhl Preprint Archive, Workshop 11181 \"Organic Computing -- Design of Self-Organizing Systems\"},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('287','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_287\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone11c.d\/Kone11c.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone11c.d\/Kone11c.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone11c.d\/Kone11c.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('287','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2010\">2010<\/h3><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Hein, Kristine<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('277','tp_links')\" style=\"cursor:pointer;\">Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3\u0110-Gesten des Wii-Controllers<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">FH K\u00f6ln <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_277\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('277','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_277\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('277','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_277\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Hein10b,<br \/>\r\ntitle = {Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3\u0110-Gesten des Wii-Controllers},<br \/>\r\nauthor = {Kristine Hein},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/research\/PaperPDF\/MA-KristineHein-2010.pdf},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\ninstitution = {FH K\u00f6ln},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('277','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_277\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/research\/PaperPDF\/MA-KristineHein-2010.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/research\/PaperPDF\/MA-KristineHein-2010.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/research\/PaperPDF\/MA-KristineHein-2010.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('277','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Koch, Patrick;  Konen, Wolfgang;  Hein, Kristine<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('33','tp_links')\" style=\"cursor:pointer;\">Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">2010 International Joint Conference on Neural Networks, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_33\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('33','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_33\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('33','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_33\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Koch10a,<br \/>\r\ntitle = {Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap},<br \/>\r\nauthor = {Patrick Koch and Wolfgang Konen and Kristine Hein},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/WCCI-10_wii-gesture.pdf},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nbooktitle = {2010 International Joint Conference on Neural Networks},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('33','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_33\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/WCCI-10_wii-gesture.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/WCCI-10_wii-gesture.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/WCCI-10_wii-gesture.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('33','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Hein, Kristine<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('278','tp_links')\" style=\"cursor:pointer;\">Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">Research Center CIOP (Computational Intelligence, Optimization and Data Mining) <\/span><span class=\"tp_pub_additional_address\">Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science, <\/span><span class=\"tp_pub_additional_number\">Nr. 01-10, <\/span><span class=\"tp_pub_additional_year\">2010<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 2191-365X<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_278\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('278','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_278\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('278','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_278\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Hein10bc,<br \/>\r\ntitle = {Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers},<br \/>\r\nauthor = {Kristine Hein},<br \/>\r\nurl = {http:\/\/maanvs03.gm.fh-koeln.de\/webpub\/CIOPReports.d\/Hein10b.d\/Klassifikation3D.pdf},<br \/>\r\nissn = {2191-365X},<br \/>\r\nyear  = {2010},<br \/>\r\ndate = {2010-01-01},<br \/>\r\nnumber = {01-10},<br \/>\r\naddress = {Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science},<br \/>\r\ninstitution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('278','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_278\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/maanvs03.gm.fh-koeln.de\/webpub\/CIOPReports.d\/Hein10b.d\/Klassifikation3D.pdf\" title=\"http:\/\/maanvs03.gm.fh-koeln.de\/webpub\/CIOPReports.d\/Hein10b.d\/Klassifikation3D.p[...]\" target=\"_blank\">http:\/\/maanvs03.gm.fh-koeln.de\/webpub\/CIOPReports.d\/Hein10b.d\/Klassifikation3D.p[...]<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('278','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><\/div><\/div><\/span><\/p>\n<p style=\"margin: 1em 0px;padding: 0px\">\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Description The gesture recognition project uses the Wiimote for recording acceleration data. Gestures from different persons are trained and later recognized. We useSlow Feature Analysis (SFA) to find meaningful features for the training of classifiers. People Kristine Hein,\u00a0Wolfgang Konen,\u00a0Patrick Koch Publication &nbsp;<\/p>\n","protected":false},"author":41,"featured_media":0,"parent":27,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-38","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/38","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/comments?post=38"}],"version-history":[{"count":32,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/38\/revisions"}],"predecessor-version":[{"id":1944,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/38\/revisions\/1944"}],"up":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/27"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/media?parent=38"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}