{"627107":{"#nid":"627107","#data":{"type":"news","title":"OLIVES Team Wins IEEE ICIP Best Paper Award","body":[{"value":"\u003Cp\u003EGukyeong Kwon, Mohit Prabhushankar, and Can Temel won the Best Paper\u0026nbsp;Award at the 2019 IEEE\u0026nbsp;International Conference on Image Processing (ICIP). The conference was\u0026nbsp;held September 22-25 in Taipei, Taiwan.\u0026nbsp;They are all affiliated with the Georgia Tech School of Electrical and Computer Engineering.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EThe title of\u0026nbsp;this team\u0026#39;s award-winning paper is \u0026quot;Distorted Representation Space Characterization through Backpropagated Gradients,\u0026rdquo; and it was chosen from a field of more than 900 papers for the 2019 IEEE ICIP Best Paper Award. Kwon and Prabhushankar are ECE Ph.D. students,\u0026nbsp;and Temel is an ECE postdoctoral fellow. They all work in the Omni Lab for Intelligent Visual Engineering and Science (OLIVES), which is led by ECE Professor Ghassan Al-Regib.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EIn recent years, artificial intelligence (AI) has shown to be effective in a number of applications. Throughout all of this excitement, the focus has been on the information that is learned by the AI systems. In reality, knowing the information that was not learned is equally important.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EThe OLIVES team\u0026#39;s work in this paper characterizes the information that has not been learned by an AI system. This characterization is particularly important to understand the tasks that an AI system cannot successfully perform, which paves the way to\u0026nbsp;AI interpretability.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EAI interpretability is crucial for its deployment in day-to-day activities and the realization of the 4\u003Csup\u003Eth\u003C\/sup\u003E\u0026nbsp;industrial revolution. This work can also be applied to diverse visual applications, which require robust AI systems. These applications include, but are not limited to, medical image diagnosis, surveillance, autonomous vehicles, texture analysis, seismic interpretation, image\/video classification, and object detection.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EPhoto cutlines (photos provided by Ghassan AlRegib)\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003ETop photo:\u0026nbsp;ECE Ph.D. student\u0026nbsp;Mohit Prabhushankar presents his team\u0026rsquo;s work at the 2019 IEEE ICIP.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EMiddle photo:\u0026nbsp;ECE Ph.D. student Gukyeong Kwon presents his team\u0026rsquo;s work at the 2019 IEEE ICIP.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EBottom photo: Members of the OLIVES Lab attended the 2019 IEEE ICIP. Pictured left to right are ECE Postdoctoral Fellow Can Temel,\u0026nbsp;Charlie Lehman, Gukyeong Kwon,\u0026nbsp;Jinsol Lee, Mohit Prabhushankar, and ECE Professor Ghassan AlRegib. Lehman, Kwon, Lee, and Prabhushankar are all ECE Ph.D. students.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EECE\u0026#39;s\u0026nbsp;Gukyeong Kwon, Mohit Prabhushankar, and Can Temel won the Best Paper\u0026nbsp;Award at the 2019 IEEE\u0026nbsp;International Conference on Image Processing (ICIP).\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"ECE\u0027s\u00a0Gukyeong Kwon, Mohit Prabhushankar, and Can Temel won the Best Paper\u00a0Award at the 2019 IEEE\u00a0International Conference on Image Processing (ICIP)."}],"uid":"27241","created_gmt":"2019-10-03 17:49:12","changed_gmt":"2019-10-03 20:12:40","author":"Jackie Nemeth","boilerplate_text":"","field_publication":"","field_article_url":"","dateline":{"date":"2019-10-03T00:00:00-04:00","iso_date":"2019-10-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"627108":{"id":"627108","type":"image","title":"Mohit Prabhushankar","body":null,"created":"1570125085","gmt_created":"2019-10-03 17:51:25","changed":"1570125085","gmt_changed":"2019-10-03 17:51:25","alt":"photo of Mohit Prabhushankar presenting his work at 2019 IEEE ICIP","file":{"fid":"238779","name":"Image-1.jpeg","image_path":"\/sites\/default\/files\/images\/Image-1.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/Image-1.jpeg","mime":"image\/jpeg","size":648429,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/Image-1.jpeg?itok=vPmlHXoK"}},"627109":{"id":"627109","type":"image","title":"Gukyeong Kwon","body":null,"created":"1570125152","gmt_created":"2019-10-03 17:52:32","changed":"1570125152","gmt_changed":"2019-10-03 17:52:32","alt":"photograph of Gukyeong Kwon at 2019 IEEE ICIP","file":{"fid":"238780","name":"Image-3.jpeg","image_path":"\/sites\/default\/files\/images\/Image-3.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/Image-3.jpeg","mime":"image\/jpeg","size":345671,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/Image-3.jpeg?itok=_dwYd27n"}},"627110":{"id":"627110","type":"image","title":"Members of the OLIVES Lab","body":null,"created":"1570126375","gmt_created":"2019-10-03 18:12:55","changed":"1570126375","gmt_changed":"2019-10-03 18:12:55","alt":"Members of the OLIVES Lab attended the 2019 IEEE ICIP. Pictured left to right are ECE Postdoctoral Fellow Can Temel, ----, Gukyeong Kwon, ----, Mohit Prabhushankar, and ECE Professor Ghassan AlRegib. ----, Kwon, ----, and Prabhushankar are all ECE Ph.D. students.","file":{"fid":"238781","name":"WhatsApp Image 2019-09-30 at 10.49.15 AM.jpeg","image_path":"\/sites\/default\/files\/images\/WhatsApp%20Image%202019-09-30%20at%2010.49.15%20AM.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/WhatsApp%20Image%202019-09-30%20at%2010.49.15%20AM.jpeg","mime":"image\/jpeg","size":498319,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/WhatsApp%20Image%202019-09-30%20at%2010.49.15%20AM.jpeg?itok=kmWqIthV"}}},"media_ids":["627108","627109","627110"],"related_links":[{"url":"https:\/\/ghassanalregib.info","title":"Omni Lab for Intelligent Visual Engineering and Science (OLIVES)"},{"url":"http:\/\/www.ece.gatech.edu","title":"School of Electrical and Computer Engineering"},{"url":"http:\/\/www.gatech.edu","title":"Georgia Tech"},{"url":"http:\/\/2019.ieeeicip.org","title":"2019 IEEE International Conference on Image Processing (ICIP)"}],"groups":[{"id":"1255","name":"School of Electrical and Computer Engineering"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"}],"keywords":[{"id":"175187","name":"Gukyeong Kwon"},{"id":"182568","name":"Mohit Prabhushankar"},{"id":"182569","name":"Can Temel"},{"id":"44681","name":"Ghassan AlRegib"},{"id":"182570","name":"IEEE International Conference on Image Processing"},{"id":"182571","name":"ICIP"},{"id":"109","name":"Georgia Tech"},{"id":"166855","name":"School of Electrical and Computer Engineering"},{"id":"178069","name":"Omni Lab for Intelligent Visual Engineering and Science"},{"id":"182572","name":"OLIVES"},{"id":"2556","name":"artificial intelligence"},{"id":"2835","name":"ai"},{"id":"182573","name":"AI interpretability"},{"id":"182574","name":"4th industrial revolution"},{"id":"182575","name":"visual applications"},{"id":"182576","name":"medical image diagnosis"},{"id":"167617","name":"surveillance"},{"id":"97281","name":"autonomous vehicles"},{"id":"178070","name":"texture analysis"},{"id":"182577","name":"seismic interpretation"},{"id":"182578","name":"image\/video classification"},{"id":"182579","name":"object detection"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39451","name":"Electronics and Nanotechnology"},{"id":"39481","name":"National Security"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJackie Nemeth\u003C\/p\u003E\r\n\r\n\u003Cp\u003ESchool of Electrical and Computer Engineering\u003C\/p\u003E\r\n\r\n\u003Cp\u003E404-894-2906\u003C\/p\u003E\r\n","format":"limited_html"}],"email":["jackie.nemeth@ece.gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}