A desirable smart traffic-monitoring and street-safety system can elicit and support the intervention of law enforcement agencies or medical staff. Recently, there has been a dramatically higher demand for such smart systems. To this end, the International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S) was organized in conjunction with the 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2018). Our goal is to advance the state-of-the-art detection and tracking algorithms and provide a comprehensive performance evaluation for them. We evaluate 5 submitted detection and 7 submitted tracking methods on the large-scale UA-DETRAC benchmark, and the results are shared publicly on the website http://detrac-db.rit.albany.edu. We expect this challenge to advance the research and development of new detection and tracking methods for transportation applications.
@inproceedings{Noor2018:UA-Detrac_report,
author = "S. Lyu and M.-C. Chang and D. Du and W. Li and Y. Wei and M. D. Coco and P. Carcagnì and A. Schumann and B. Munjal and D.-Q. Dang and D.-H. Choi and E. Bochinski and F. Galasso and F. Bunyak and G. Seetharaman and J.-W. Baek and J. T. Lee and K. Palaniappan and K.-T. Lim and K. Moon and K.-J. Kim and L. Sommer and M. Brandlmaier and M.-S. Kang and M. Jeon and N. M. Al-Shakarji and O. Acatay and P.-K. Kim and S. Amin and T. Sikora and T. Dinh and T. Senst and V.-G. Che and Y.-C. Lim and Y.-m. Song and Y.-S. Chung",
title = "UA-DETRAC 2018: Report of AVSS2018 & IWT4S challenge on advanced traffic monitoring",
year = 2018,
booktitle = "IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)",
pages = "1-6",
doi = "10.1109/AVSS.2018.8639089",
url = "https://ieeexplore.ieee.org/abstract/document/8639089"
}
S. Lyu, M.-C. Chang, D. Du, W. Li, Y. Wei, M. D. Coco, P. Carcagnì, A. Schumann, B. Munjal, D.-Q. Dang, D.-H. Choi, E. Bochinski, F. Galasso, F. Bunyak, G. Seetharaman, J.-W. Baek, J. T. Lee, K. Palaniappan, K.-T. Lim, K. Moon, K.-J. Kim, L. Sommer, M. Brandlmaier, M.-S. Kang, M. Jeon, N. M. Al-Shakarji, O. Acatay, P.-K. Kim, S. Amin, T. Sikora, T. Dinh, T. Senst, V.-G. Che, Y.-C. Lim, Y.-m. Song, and Y.-S. Chung. UA-DETRAC 2018: Report of AVSS2018 & IWT4S challenge on advanced traffic monitoring. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pages 1-6, 2018.
