{"id":351,"date":"2017-01-17T10:33:37","date_gmt":"2017-01-17T08:33:37","guid":{"rendered":"http:\/\/members.loria.fr\/FCharpillet\/?page_id=351"},"modified":"2017-01-17T12:40:10","modified_gmt":"2017-01-17T10:40:10","slug":"multi-sensor-human-activity-posture-recognition","status":"publish","type":"page","link":"https:\/\/members.loria.fr\/FCharpillet\/projets\/multi-sensor-human-activity-posture-recognition\/","title":{"rendered":"Human Activity &amp; Posture Recognition"},"content":{"rendered":"<p><strong>Objectives:<\/strong><\/p>\n<ul>\n<li>detecting daily human activities at home : sitting, standing, walking, lying, falling, &#8230;<\/li>\n<li>Human Posture Recognition and Tracking<\/li>\n<li>Gait analysis<\/li>\n<\/ul>\n<p>using sensors in the environment<\/p>\n<ul>\n<li>network of RGB-D cameras and robots<\/li>\n<li>load sensing Floor<\/li>\n<li>Connected sensors (Sensor Tag)<\/li>\n<\/ul>\n<p><strong>Video<\/strong><\/p>\n\n<!-- iframe plugin v.6.0 wordpress.org\/plugins\/iframe\/ -->\n<iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/fEIChcc0yoY\" frameborder=\"0\" 0=\"allowfullscreen\" scrolling=\"yes\" class=\"iframe-class\"><\/iframe>\n\n\n<!-- iframe plugin v.6.0 wordpress.org\/plugins\/iframe\/ -->\n<iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/J8Ee9ng8RQI\" frameborder=\"0\" 0=\"allowfullscreen\" scrolling=\"yes\" class=\"iframe-class\"><\/iframe>\n\n\n<!-- iframe plugin v.6.0 wordpress.org\/plugins\/iframe\/ -->\n<iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/nBeo5NU7-sQ\" frameborder=\"0\" 0=\"allowfullscreen\" scrolling=\"yes\" class=\"iframe-class\"><\/iframe>\n\n<p><strong>Publications<\/strong><\/p>\n<ul>\n<li><span class=\"s1\">A Gait Analysis Method Based on a Depth Camera for Fall Prevention.\u00a0<\/span><span class=\"s1\">Amandine Dubois and Fran\u00e7ois Charpillet.\u00a0<\/span><span class=\"s1\"><i>In EMBC-36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,\u00a0<\/i>2014.\u00a0<\/span><span class=\"s2\"><a href=\"http:\/\/hal.inria.fr\/hal-01069640\/document\">PDF<\/a><\/span><span class=\"s1\">.<\/span><\/li>\n<li><span class=\"s1\">Human Activities Recognition with RGB-Depth Camera using HMM.\u00a0<\/span><span class=\"s1\">Amandine Dubois and Fran\u00e7ois Charpillet.\u00a0<\/span><span class=\"s1\"><i>In EMBC-35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,\u00a0<\/i>2013.\u00a0<\/span><span class=\"s2\"><a href=\"http:\/\/hal.inria.fr\/docs\/00\/91\/43\/19\/PDF\/articleEMBC.pdf\"><span class=\"s3\">PDF<\/span><\/a><\/span><span class=\"s1\">.<\/span><\/li>\n<li><a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-01393478\" target=\"_blank\">Automatic Fall Detection System using Sensing Floors<\/a>,\u00a0Mohamad Daher, Ahmad Diab, Maan El Badaoui El Najjar, Mohamad Khalil, Fran\u00e7ois Charpillet<i>International Journal of Computing and Information Sciences (IJCIS)<\/i>, APCEP \u2013 Canada, 2016, 12 (1), pp.75-82.\u00a0<a href=\"http:\/\/dx.doi.org\/10.21700\/ijcis.2016.110\" target=\"_blank\">&lt;10.21700\/ijcis.2016.110&gt;<\/a><\/li>\n<li><a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-01393492\" target=\"_blank\">Elder Tracking and Fall Detection System using Smart Tiles<\/a>Mohamad Daher, Ahmad Diab, Maan El Badaoui El Najjar, Mohamad Khalil, Fran\u00e7ois Charpillet<i>IEEE Sensors Journal<\/i>, Institute of Electrical and Electronics Engineers, 2016,\u00a0<a href=\"http:\/\/dx.doi.org\/10.1109\/JSEN.2016.2625099\" target=\"_blank\">&lt;10.1109\/JSEN.2016.2625099&gt;<\/a><\/li>\n<li><a href=\"https:\/\/hal.inria.fr\/hal-01196042v2\" target=\"_blank\">Localisation of humans, objects and robots interacting on load-sensing floors<\/a>Mihai Andries, Olivier Simonin, Fran\u00e7ois Charpillet<i>IEEE Sensors Journal<\/i>, Institute of Electrical and Electronics Engineers, 2015, PP (99), pp.12.\u00a0<a href=\"http:\/\/ieeexplore.ieee.org\/xpl\/articleDetails.jsp?arnumber=7302515\" target=\"_blank\">&lt;http:\/\/ieeexplore.ieee.org\/xpl\/articleDetails.jsp?arnumber=7302515&gt;<\/a>.\u00a0<a href=\"http:\/\/dx.doi.org\/10.1109\/JSEN.2015.2493122\" target=\"_blank\">&lt;10.1109\/JSEN.2015.2493122&gt;<\/a><\/li>\n<li><a href=\"https:\/\/hal.inria.fr\/hal-01203638\" target=\"_blank\">Pose Estimation For A Partially Observable Human Body From RGB-D Cameras<\/a>Abdallah Dib, Fran\u00e7ois Charpillet<i>IEEE\/RJS International Conference on Intelligent Robots and Systems (IROS)<\/i>, Sep 2015, Hamburg, Germany. pp.8, 2015<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Objectives: detecting daily human activities at home : sitting, standing, walking, lying, falling, &#8230; Human Posture Recognition and Tracking Gait analysis using sensors in the environment network of RGB-D cameras and robots load sensing Floor Connected sensors (Sensor Tag) Video Publications A Gait Analysis Method Based on a Depth Camera for Fall Prevention.\u00a0Amandine Dubois and [&hellip;]<\/p>\n","protected":false},"author":60,"featured_media":0,"parent":22,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-351","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/pages\/351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/users\/60"}],"replies":[{"embeddable":true,"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/comments?post=351"}],"version-history":[{"count":10,"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/pages\/351\/revisions"}],"predecessor-version":[{"id":365,"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/pages\/351\/revisions\/365"}],"up":[{"embeddable":true,"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/pages\/22"}],"wp:attachment":[{"href":"https:\/\/members.loria.fr\/FCharpillet\/wp-json\/wp\/v2\/media?parent=351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}