{"id":157,"date":"2012-02-13T10:03:46","date_gmt":"2012-02-13T10:03:46","guid":{"rendered":"http:\/\/www.giovannigualdi.com\/wordpress\/?page_id=157"},"modified":"2012-02-13T14:03:22","modified_gmt":"2012-02-13T14:03:22","slug":"object-detection","status":"publish","type":"page","link":"https:\/\/www.giovannigualdi.com\/?page_id=157","title":{"rendered":"Object Detection"},"content":{"rendered":"<p>In 2008\/2011 I have actively worked on object detection in images, defining <span style=\"color: #993300;\">a generic method to speed up detection and improve its accuracy<\/span>. The method is based on an iterative Monte Carlo Sampling, and it has been recently published on IEEE Transactions on Pattern Analysis and Machine Intellingence<\/p>\n<p>G. Gualdi, A. Prati, R. Cucchiara, &#8220;<a href=\"http:\/\/www.giovannigualdi.com\/wordpress\/wp-content\/uploads\/2012\/02\/2011-TPAMI-GualdiPratiCucchiara.pdf\" target=\"_blank\">Multi-Stage Particle Windows for Fast and Accurate Object Detection<\/a>&#8221; (to be published soon) <em>IEEE Transactions on Pattern Analysis and Machine Intelligence<\/em>, 2012<\/p>\n<p>A few sample images and a video <span style=\"color: #993300;\">of pedestrian and face detection<\/span>:<\/p>\n<p style=\"text-align: center;\"><a class=\"highslide\" title=\"cmuB.jpg\" onclick=\"return hs.expand(this )\" href=\"\/wordpress\/wp-content\/uploads\/2012\/02\/cmuB.jpg\" target=\"_blank\"><img src=\"\/wordpress\/wp-content\/uploads\/2012\/02\/cmuB-t.jpg\" alt=\"cmuB-t.jpg\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><a class=\"highslide\" title=\"cwsiB.jpg\" onclick=\"return hs.expand(this )\" href=\"\/wordpress\/wp-content\/uploads\/2012\/02\/cwsiB.jpg\" target=\"_blank\"><img src=\"\/wordpress\/wp-content\/uploads\/2012\/02\/cwsiB-t.jpg\" alt=\"cwsiB-t.jpg\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><a class=\"highslide\" title=\"graz02B.jpg\" onclick=\"return hs.expand(this )\" href=\"\/wordpress\/wp-content\/uploads\/2012\/02\/graz02B.jpg\" target=\"_blank\"><img src=\"\/wordpress\/wp-content\/uploads\/2012\/02\/graz02B-t.jpg\" alt=\"graz02B-t.jpg\" \/><\/a><\/p>\n<p><a class=\"highslide\" title=\"inriaB.jpg\" onclick=\"return hs.expand(this )\" href=\"\/wordpress\/wp-content\/uploads\/2012\/02\/inriaB.jpg\" target=\"_blank\"><img class=\"aligncenter\" src=\"\/wordpress\/wp-content\/uploads\/2012\/02\/inriaB-t.jpg\" alt=\"inriaB-t.jpg\" \/><\/a> <object width=\"486\" height=\"360\" classid=\"clsid:d27cdb6e-ae6d-11cf-96b8-444553540000\" codebase=\"http:\/\/download.macromedia.com\/pub\/shockwave\/cabs\/flash\/swflash.cab#version=6,0,40,0\"><param name=\"wmode\" value=\"transparent\" \/><param name=\"src\" value=\"http:\/\/www.youtube.com\/v\/b3VMjd_zD1E&amp;rel=0&amp;hd=1&amp;autohide=1\" \/><embed width=\"486\" height=\"360\" type=\"application\/x-shockwave-flash\" src=\"http:\/\/www.youtube.com\/v\/b3VMjd_zD1E&amp;rel=0&amp;hd=1&amp;autohide=1\" wmode=\"transparent\" \/><\/object><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In 2008\/2011 I have actively worked on object detection in images, defining a generic method to speed up detection and improve its accuracy. The method is based on an iterative Monte Carlo Sampling, and it has been recently published on &hellip; <a href=\"https:\/\/www.giovannigualdi.com\/?page_id=157\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/pages\/157"}],"collection":[{"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=157"}],"version-history":[{"count":8,"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/pages\/157\/revisions"}],"predecessor-version":[{"id":160,"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=\/wp\/v2\/pages\/157\/revisions\/160"}],"wp:attachment":[{"href":"https:\/\/www.giovannigualdi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}