{"id":79,"date":"2025-04-22T13:45:42","date_gmt":"2025-04-22T13:45:42","guid":{"rendered":"https:\/\/michaelmaynord.net\/?p=79"},"modified":"2025-04-22T13:45:43","modified_gmt":"2025-04-22T13:45:43","slug":"image-surveillance-assistant-architecturestatus-and-planned-extensions","status":"publish","type":"post","link":"https:\/\/michaelmaynord.net\/index.php\/2025\/04\/22\/image-surveillance-assistant-architecturestatus-and-planned-extensions\/","title":{"rendered":"Image Surveillance Assistant Architecture:Status and Planned Extensions"},"content":{"rendered":"\n<p>We are developing a system that integrates methods from<br>Deep Learning and AI for imagery surveillance. Our<br>architecture, the Image Surveillance Assistant (ISA), reduces<br>the operator burdens of info overload and fatigue by culling<br>from the input stream input that is of no interest. We describe<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>the full architecture,<\/li>\n\n\n\n<li>the current implementation, and<\/li>\n\n\n\n<li>directions for future extensions (i..e., more expressive<br>semantic and perceptual representations and processing,<br>and user interaction processes).<\/li>\n<\/ul>\n\n\n\n<p>Read more here: <a href=\"https:\/\/sites.cc.gatech.edu\/~alanwags\/DLAI2016\/(Maynord+)%20IJCAI-16%20DLAI%20WS.pdf\">https:\/\/sites.cc.gatech.edu\/~alanwags\/DLAI2016\/(Maynord+)%20IJCAI-16%20DLAI%20WS.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are developing a system that integrates methods fromDeep Learning and AI for imagery surveillance. Ourarchitecture, the Image Surveillance Assistant (ISA), reducesthe operator burdens of info overload and fatigue by&#8230; <\/p>\n","protected":false},"author":1,"featured_media":80,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-79","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-currentpublications"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Image Surveillance Assistant Architecture:Status and Planned Extensions - Michael Maynord<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/michaelmaynord.net\/index.php\/2025\/04\/22\/image-surveillance-assistant-architecturestatus-and-planned-extensions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Image Surveillance Assistant Architecture:Status and Planned Extensions - Michael Maynord\" \/>\n<meta property=\"og:description\" content=\"We are developing a system that integrates methods fromDeep Learning and AI for imagery surveillance. Ourarchitecture, the Image Surveillance Assistant (ISA), reducesthe operator burdens of info overload and fatigue by...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/michaelmaynord.net\/index.php\/2025\/04\/22\/image-surveillance-assistant-architecturestatus-and-planned-extensions\/\" \/>\n<meta property=\"og:site_name\" content=\"Michael Maynord\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-22T13:45:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-22T13:45:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/michaelmaynord.net\/wp-content\/uploads\/2025\/04\/Image-Surveillance-Assistant-Architecture.png\" \/>\n\t<meta property=\"og:image:width\" content=\"480\" \/>\n\t<meta property=\"og:image:height\" content=\"483\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/michaelmaynord.net\/index.php\/2025\/04\/22\/image-surveillance-assistant-architecturestatus-and-planned-extensions\/\",\"url\":\"https:\/\/michaelmaynord.net\/index.php\/2025\/04\/22\/image-surveillance-assistant-architecturestatus-and-planned-extensions\/\",\"name\":\"Image Surveillance Assistant Architecture:Status and Planned Extensions - 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