UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking

• Published in: Computer vision and image understanding Vol. 193; p. 102907
• Main Authors: Wen, Longyin, Du, Dawei, Cai, Zhaowei, Lei, Zhen, Chang, Ming-Ching, Qi, Honggang, Lim, Jongwoo, Yang, Ming-Hsuan, Lyu, Siwei
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.04.2020
• Subjects: Benchmark; Evaluation protocol; Object detection; Object tracking; Benchmark; Evaluation protocol; Object tracking; Object detection

Effective multi-object tracking (MOT) methods have been developed in recent years for a wide range of applications including visual surveillance and behavior understanding. Existing performance evaluations of MOT methods usually separate the tracking step from the detection step by using one single...