{"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/an-equalised-global-graphical-model-based","title":"An equalised global graphical model-based approach for multi-camera object tracking","arxiv_id":"1502.03532","date":"2015-02-12","proceeding":null,"authors":["Weihua Chen","Lijun Cao","Xiaotang Chen","Kaiqi Huang"],"abstract":"Non-overlapping multi-camera visual object tracking typically consists of two\nsteps: single camera object tracking and inter-camera object tracking. Most of\ntracking methods focus on single camera object tracking, which happens in the\nsame scene, while for real surveillance scenes, inter-camera object tracking is\nneeded and single camera tracking methods can not work effectively. In this\npaper, we try to improve the overall multi-camera object tracking performance\nby a global graph model with an improved similarity metric. Our method treats\nthe similarities of single camera tracking and inter-camera tracking\ndifferently and obtains the optimization in a global graph model. The results\nshow that our method can work better even in the condition of poor single\ncamera object tracking.","url_abs":"http://arxiv.org/abs/1502.03532v2","url_pdf":"http://arxiv.org/pdf/1502.03532v2.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":"an-equalised-global-graphical-model-based","repo_url":"https://github.com/cwhgn/EGTracker","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"object","task_name":"Object"},{"task_slug":"object-tracking","task_name":"Object Tracking"},{"task_slug":"visual-object-tracking","task_name":"Visual Object Tracking"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":"https://app.syntology.ai/?focus=1502.03532","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}