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UA-DETRAC 2018: Report of AVSS2018 IWT4S Challenge on Advanced Traffic Monitoring

Title
UA-DETRAC 2018: Report of AVSS2018 IWT4S Challenge on Advanced Traffic Monitoring
Authors
Lyu, S.Chang, M.-C.Du, D.Li, W.Wei, Y.Coco, M.D.Carcagni, P.Schumann, A.Munjal, B.Dang, D.-Q.-T.Choi, D.-H.Bochinski, E.Galasso, F.Bunyak, F.Seetharaman, G.Baek, J.-W.Lee, J.T.Palaniappan, K.Lim, K.-T.Moon, K.Kim, K.-J.Sommer, L.Brandlmaier, M.Kang, Min-SungJeon, M.Al-Shakarji, N.M.Acatay, O.Kim, P.-K.Amin, S.Sikora, T.Dinh, T.Senst, T.Che, V.-G.-H.Lim, Young ChulSong, Y.-M.Chung, Y.-S.
DGIST Authors
Lim, Young Chul
Issue Date
2018-11
Citation
15th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2018
Type
Conference
ISBN
9781538692943
Abstract
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. © 2018 IEEE.
URI
http://hdl.handle.net/20.500.11750/9738
DOI
10.1109/AVSS.2018.8639089
Publisher
Institute of Electrical and Electronics Engineers Inc.
Related Researcher
Files:
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Collection:
Convergence Research Center for Future Automotive Technology2. Conference Papers


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