Challenges
AI City Challenge
Achievements:
AI City Challenge 2018 @ CVPR 2018 (June 18-22, 2018, Salt Lake City, Utah, U.S.A.)
6th place in Track 1- Traffic Flow Analysis
AI City Challenge 2019 @ CVPR 2019 (June 16-20, 2019, Long Beach, CA, U.S.A.)
8th place in Track 3- Traffic Anomaly Detection
25th place in Track 2- City-Scale Multi-Camera Vehicle Re-Identification
AI City Challenge 2020 @ CVPR 2020 (June 14-19, 2020, virtual)
10th place in Round 1 and 6th place in Final Round of Track 1 - Multi-Class Multi-Movement Vehicle Counting
26th place in Track 2- City-Scale Multi-Camera Vehicle Re-Identification
5th place in General Leaderboard of Track 4- Traffic Anomaly Detection
AI City Challenge 2021 @ CVPR 2021 (June 19-25, 2021, virtual)
6th place in Track 5 - Natural Language-Based Vehicle Retrieval
Publications
iTASK - Intelligent Traffic Analysis Software Kit
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (virtual), CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020. IEEE 2020, ISBN 978-1-7281-9360-1, pp. 2607-2616. [PDF]
Authors: Minh-Triet Tran, Tam V. Nguyen, Trung-Hieu Hoang, Trung-Nghia Le, Khac-Tuan Nguyen, Dat-Thanh Dinh, Thanh-An Nguyen, Hai-Dang Nguyen, Xuan-Nhat Hoang, Trong-Tung Nguyen, Viet-Khoa Vo-Ho, Trong-Le Do, Lam Nguyen, Minh-Quan Le, Hoang-Phuc Nguyen-Dinh, Trong-Thang Pham, Xuan-Vy Nguyen, E.-Ro Nguyen, Quoc-Cuong Tran, Hung Tran, Hieu Dao, Mai-Khiem Tran, Quang-Thuc Nguyen, Tien-Phat Nguyen, The-Anh Vu-Le, Gia-Han Diep, Minh N. Do.
Vehicle Re-identification with Learned Representation and Spatial Verification and Abnormality Detection with Multi-Adaptive Vehicle Detectors for Traffic Video Analysis
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2019, Long Beach, CA, USA, June 16-20, 2019. Computer Vision Foundation / IEEE 2019, pp. 363-372. [PDF]
Authors: Khac-Tuan Nguyen, Trung-Hieu Hoang, Minh-Triet Tran, Trung-Nghia Le, Ngoc-Minh Bui, Trong-Le Do, Viet-Khoa Vo-Ho, Quoc-An Luong, Mai-Khiem Tran, Thanh-An Nguyen, Thanh-Dat Truong, Vinh-Tiep Nguyen, Minh N. Do.
Traffic Flow Analysis With Multiple Adaptive Vehicle Detectors and Velocity Estimation With Landmark-Based Scanlines
2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2018, Salt Lake City, UT, USA, June 18-22, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-6100-0, pp. 100-107. [PDF]
Authors: Minh-Triet Tran, Tung Dinh Duy, Thanh-Dat Truong, Vinh Ton-That, Thanh-Nhon Do, Quoc-An Luong, Thanh-An Nguyen, Vinh-Tiep Nguyen, Minh N. Do.