{"id":465,"date":"2006-04-06T09:51:21","date_gmt":"2006-04-06T14:51:21","guid":{"rendered":"https:\/\/uncleleron.com\/wp\/2006\/04\/06\/video-sensing-final-project-idea\/"},"modified":"2006-04-16T16:17:50","modified_gmt":"2006-04-16T21:17:50","slug":"video-sensing-final-project-idea","status":"publish","type":"post","link":"https:\/\/uncleleron.com\/wp\/2006\/04\/06\/video-sensing-final-project-idea\/","title":{"rendered":"Video Sensing: Final Project idea"},"content":{"rendered":"<h3>Scene Detection<\/h3>\n<p>For my final project I am going to work with scene detection on pre-recorded video. I intend to explore not just cut or shot detection, but scene detection (or at the very least an approximation of it). More simply, I also intend to explore commercial detection techniques, in order to mark and remove commercials from recordings of television broadcasts.<\/p>\n<p>My goal is to generate a list of timestamps for the in\/out markers of scenes (or commercial breaks), which can then be used for a variety of purposes<\/p>\n<p><!--more--><\/p>\n<h3>Applications<\/h3>\n<ul>\n<li>\n<h4>Video Auto Summary<\/h4>\n<p>Generate a timecode list of 5 second snippets of each scene in a video. Playback the snippets in order, creating a short summary of the video (re-encoding or saving the video is unnecessary; just playback each start\/end point.<\/p>\n<\/li>\n<li>\n<h4>Video Remix<\/h4>\n<p>Build upon the Auto Summary technique. Add the ability to generate summary lists for multiple videos. Create a basic UI for re-arranging the snippets and remixing several videos into one playback stream. Perform the same functions automatically.<\/p>\n<\/li>\n<li>\n<h4>Commercial Removal<\/h4>\n<p>Generate a list of commercial break markers and feed them to an AppleScript to use in conjunction with PVR Software (in this case, El Gato&#8217;s EyeTV), to edit the commercials out of the video.<\/p>\n<\/li>\n<\/ul>\n<h3>References<\/h3>\n<p>A few links I found that relate to video scene detection techniques<\/p>\n<p><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/B6V14-41WBFSN-G\/2\/79ffb95d0f59306dd43f05c58842434f\">Automatic video boundary detection<\/a><br \/>\n<a href=\"http:\/\/ieeexplore.ieee.org\/iel5\/76\/21285\/00988656.pdf?isnumber=21285&#038;prod=JNL&#038;arnumber=988656&#038;arSt=90&#038;ared=105&#038;arAuthor=Hanjalic%2C+A.\">Shot-boundary detection: unraveled and resolved? (PDF)<\/a> <br \/>\n<a href=\"http:\/\/ieeexplore.ieee.org\/iel5\/8091\/22464\/01048311.pdf?tp=&#038;arnumber=1048311&#038;isnumber=22464\">Neighborhood coherence and edge based approaches to film scene extraction (PDF)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Scene Detection For my final project I am going to work with scene detection on pre-recorded video. I intend to explore not just cut or shot detection, but scene detection (or at the very least an approximation of it). More &hellip; <a href=\"https:\/\/uncleleron.com\/wp\/2006\/04\/06\/video-sensing-final-project-idea\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[28],"tags":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p2HjU5-7v","_links":{"self":[{"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/posts\/465"}],"collection":[{"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/comments?post=465"}],"version-history":[{"count":0,"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/posts\/465\/revisions"}],"wp:attachment":[{"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/media?parent=465"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/categories?post=465"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uncleleron.com\/wp\/wp-json\/wp\/v2\/tags?post=465"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}