{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/traffic-signs-in-the-wild-highlights-from-the","title":"Traffic Signs in the Wild: Highlights from the IEEE Video and Image Processing Cup 2017 Student Competition [SP Competitions]","arxiv_id":"1810.06169","date":"2018-10-15","proceeding":null,"authors":["Dogancan Temel","Ghassan AlRegib"],"abstract":"Robust and reliable traffic sign detection is necessary to bring autonomous\nvehicles onto our roads. State-of-the-art algorithms successfully perform\ntraffic sign detection over existing databases that mostly lack severe\nchallenging conditions. VIP Cup 2017 competition focused on detecting such\ntraffic signs under challenging conditions. To facilitate such task and\ncompetition, we introduced a video dataset denoted as CURE-TSD that includes a\nvariety of challenging conditions. The goal of this challenge was to implement\ntraffic sign detection algorithms that can robustly perform under such\nchallenging conditions. In this article, we share an overview of the VIP Cup\n2017 experience including competition setup, teams, technical approaches,\nparticipation statistics, and competition experience through finalist teams\nmembers' and organizers' eyes.","url_abs":"http://arxiv.org/abs/1810.06169v2","url_pdf":"http://arxiv.org/pdf/1810.06169v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"traffic-signs-in-the-wild-highlights-from-the","repo_url":"https://github.com/olivesgatech/CURE-TSR","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"unanswered"}}],"tasks":[{"task_slug":"autonomous-vehicles","task_name":"Autonomous Vehicles"},{"task_slug":"traffic-sign-detection","task_name":"Traffic Sign Detection"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}