{"id":554631,"date":"2021-06-28T19:46:26","date_gmt":"2021-06-28T23:46:11","guid":{"rendered":"https:\/\/engineering.jhu.edu\/ece\/research-areas\/image-and-signal-processing-machine-learning-and-data-science\/"},"modified":"2025-07-07T20:19:53","modified_gmt":"2025-07-08T00:19:53","slug":"image-and-signal-processing-machine-learning-and-data-science","status":"publish","type":"page","link":"https:\/\/engineering.jhu.edu\/ece\/research\/image-and-signal-processing-machine-learning-and-data-science\/","title":{"rendered":"Image Processing and Analysis"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Research in this area takes place at the intersection of computer vision, image processing, applied mathematics, medical imaging systems, machine learning, and AI, and is directed at a variety of topics, ranging from the basic \u201cscience\u201d of image analysis and understanding, image compression and recovering to robotic vision and machine perception, medical analysis, diagnosis, and interventional systems. Research groups from this field have contributed a lot to the department\u2019s overall publications, citations, and research expenditures, while also translating intellectual property for commercialization with partners and\/or for startups.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Primary ECE faculty members in this area are: <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/muyinatu-bell\/\">Muyinatu Bell<\/a>, <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/rama-chellappa\/\">Rama Chellappa<\/a>, <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/john-goutsias\/\">John Goutsias<\/a>, <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/vishal-patel\/\">Vishal Patel<\/a>, <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/jerry-prince\/\">Jerry Prince<\/a>, <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/trac-duy-tran\/\">Trac Tran<\/a>, and <a href=\"https:\/\/engineering.jhu.edu\/ece\/faculty\/howard-weinert\/\">Howard Weinert<\/a>.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research in this area takes place at the intersection of computer vision, image processing, applied mathematics, medical imaging systems, machine learning, and AI, and is directed at a variety of&hellip;<\/p>\n","protected":false},"author":17,"featured_media":0,"parent":31,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-554631","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Image Processing and Analysis - Department of Electrical and Computer Engineering<\/title>\n<meta name=\"description\" content=\"Research in this area takes place at the intersection of computer vision, image processing, applied mathematics, medical imaging systems, machine learning, and AI.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/engineering.jhu.edu\/ece\/research\/image-and-signal-processing-machine-learning-and-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Image Processing and Analysis - Department of Electrical and Computer Engineering\" \/>\n<meta property=\"og:description\" content=\"Research in this area takes place at the intersection of computer vision, image processing, applied mathematics, medical imaging systems, machine learning, and AI.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/engineering.jhu.edu\/ece\/research\/image-and-signal-processing-machine-learning-and-data-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Department of Electrical and Computer Engineering\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-08T00:19:53+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Image Processing and Analysis - 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