Robustness analysis of pedestrian detectors for surveillance

• المؤلفون الرئيسيون: Fang, Yuming, Ding, Guanqun, Yuan, Yuan, Lin, Weisi, Liu, Haiwen
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2018
• الموضوعات: Object Detection; Video Surveillance
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/87575; http://hdl.handle.net/10220/45447
• المؤسسة: Nanyang Technological University

To obtain effective pedestrian detection results in surveillance video, there have been many methods proposed to handle the problems from severe occlusion, pose variation, clutter background, and so on. Besides detection accuracy, a robust surveillance video system should be stable to video quality...