The rapid advances of transportation infrastructure have led to a dramatic increase in the demand for smart system- s capable of monitoring traffic and street safety. Funda- mental to these applications are a community-based evalua- tion platform and benchmark for object detection and multi- object tracking. To this end, we organize the AVSS2017 Challenge on Advanced Traffic Monitoring, in conjunc- tion with the International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S), to evalu- ate the state-of-the-art object detection and multi-object tracking algorithms in the relevance of traffic surveillance. Submitted algorithms are evaluated using the large-scale UA-DETRAC benchmark and evaluation protocol. The benchmark, the evaluation toolkit and the algorithm per- formance are publicly available from the website http: //detrac-db.rit.albany.edu.
@inproceedings{Noor2017:AVSS_UA_DETRAC_results,
author = "S. Lyui and M. Chang and D. Du and L. Wen and H. Qi and Y. Li and Y. Wei and L. K. and T. Hu and M. DelCoco and P. Carcagnì and D. Anisimov and E. Bochinski and F. Galasso and F. Bunyak and G. Han and H. Ye and H. Wang and K. Palaniappan and K. Ozcan and L. W. L. Wang and M. Lauer and N. Watcharapinchai and N. Song and N. Al-Shakarji and S. Wang and S. Amin and S. Rujikietgumjorn and T. Khanova and T. Sikora and T. Kutschbach and V. Eiselein and W. Tian and X. Xue and X. Yu and Y. Lu and Y. Zheng and Y. Huang and Y. Zhang",
title = "UA-DETRAC 2017: Report of AVSS2017 & IWT4S challenge on advanced traffic monitoring",
year = 2017,
journal = "IEEE AVSS International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S)",
pages = "1-7",
keywords = "multi-object tracking, tracking",
doi = "10.1109/AVSS.2017.8078560",
url = "https://ieeexplore.ieee.org/document/8078560"
}
S. Lyui, M. Chang, D. Du, L. Wen, H. Qi, Y. Li, Y. Wei, L. K., T. Hu, M. DelCoco, P. Carcagnì, D. Anisimov, E. Bochinski, F. Galasso, F. Bunyak, G. Han, H. Ye, H. Wang, K. Palaniappan, K. Ozcan, L. W. L. Wang, M. Lauer, N. Watcharapinchai, N. Song, N. Al-Shakarji, S. Wang, S. Amin, S. Rujikietgumjorn, T. Khanova, T. Sikora, T. Kutschbach, V. Eiselein, W. Tian, X. Xue, X. Yu, Y. Lu, Y. Zheng, Y. Huang, and Y. Zhang. UA-DETRAC 2017: Report of AVSS2017 & IWT4S challenge on advanced traffic monitoring. IEEE AVSS International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S), pages 1-7, 2017.
