CV

Education and Academic Training

• Postdoc in Electrical & Computer Engineering (Advisor: Prof. Jenq-Neng Hwang), University of Washington, present
• Ph.D. in Engineering Science and Ocean Engineering (Major: Computer Science), National Taiwan University, 2017

Honors and Awards

• 1st Place 2020 CVPR 5th BMTT MOT Challenge: Supplied masks: Multi-Object Tracking using the supplied segmentation masks on both the MOTS20 and the KITTI MOTS datasets
• 2nd Place 2020 CVPR 5th BMTT MOT Challenge: KITTI-MOTS: Multi-Object Tracking and Segmentation for road traffic scenarios on the KITTI MOTS dataset
• 5th Place 2020 ACCV HID Competition: Human Identification at a Distance
• 1st Place 2019 CVPR AI City Challenge: City-Scale Multi-Camera Vehicle Tracking
• nd Place 2019 CVPR AI City Challenge: City-Scale Multi-Camera Vehicle Re-Identification
• 2nd Place 2019 CVPR AI City Challenge: Traffic Anomaly Detection
• Top 3 Poster Nvidia GTC 2019: GPU Technology Conference

Services

• IEEE Taipei Section Member Representative (2021/01~present)
• Nvidia Ambassador (2019/11~present)
• Reviewer of IEEE Transactions on Circuits and Systems for Video Technology (2021/02-present)
• Reviewer of Computer Vision and Pattern Recognition (CVPR) Workshops 2020

Publications

Multi-Camera Tracking of Vehicles based on Deep Features Re-ID and Trajectory-Based Camera Link Models

Hsu, H. M., Huang, T. W., Wang, G., Cai, J., Lei, Z., & Hwang, J. N. (2019, June). Multi-Camera Tracking of Vehicles based on Deep Features Re-ID and Trajectory-Based Camera Link Models. In CVPR Workshops (pp. 416-424).

Multi-View Vehicle Re-Identification using Temporal Attention Model and Metadata Re-ranking.

Huang, T. W., Cai, J., Yang, H., Hsu, H. M., & Hwang, J. N. (2019, June). Multi-View Vehicle Re-Identification using Temporal Attention Model and Metadata Re-ranking. In CVPR Workshops (Vol. 2).