I am a first-year CS Ph.D. Student at University of Maryland, College Park advised by Prof. Jia-Bin Huang.
My research interests lie in the fields of 3D Computer Vision, Computational Photography, and Machine Learning.
Prior to this, I am honored to work with Prof. Chu-Song Chen at Academia Sinica, Taiwan.
I received my M.S from National Taiwan University advised by Prof. Yi-Ping Hung, and B.S. from National Chiao Tung University advised by Prof. Kuan-Wen Chen.
Ph.D. in Computer Science at University of Maryland, College Park
Aug. 2022 - present
M.S. in Computer Science and Information Engineering at National Taiwan University
Aug. 2018 - Jun. 2020
B.S. in Computer Science at National Chiao Tung University
Sep. 2014 - Jun. 2018
GCVD: Globally-Consistent Video Depth and Pose Estimation with Efficiency
Yao-Chih Lee, Kuan-Wei Tseng, Guan-Sheng Chen, Chu-Song Chen.
arXiv preprint 2022
3D Video Stabilization with Depth Estimation by CNN-based Optimization
Yao-Chih Lee, Kuan-Wei Tseng, Yu-Ta Chen, Chien-Cheng Chen, Chu-Song Chen, Yi-Ping Hung.
CVPR 2021
PixStabNet: Fast Deep Online Video Stabilization
Yu-Ta Chen, Kuan-Wei Tseng, Yao-Chih Lee, Chun-Yu Chen, and Yi-Ping Hung.
ICIP 2021
Part-aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking
Hau Chu, Jia-Hong Lee, Yao-Chih Lee, Ching-Hsien Hsu, Jia-Da Li, and Chu-Song Chen.
CVPR Workshop 2021
Research Assistant
Sep. 2020 - Mar. 2022
AI Application and Integration Lab, Academia Sinica, advised by Prof. Chu-Song Chen
Taipei, Taiwan
Teaching Assistant
Feb. 2021 - Jun. 2021
Course: 3D Computer Vision with Deep Learning Applications (at CSIE, NTU)
Taipei, Taiwan
Research Assistant
Jul, 2020 - Aug, 2020
Interdisciplinary Human-AI Interaction Research Project
advised by Prof. Yihsiu Chen (Communication at NCCU), Prof. Chien-Wen Tina Yuan (Library & Information Studies at NTNU), and Prof. Gary Hsieh (HCDE at UW, Seattle)
Taipei, Taiwan
Graduate Research Assistant
Sep. 2018 - Jun. 2020
Image and Vision Lab @ NTU, advised by Prof. Yi-Ping Hung
Taipei, Taiwan
Teaching Assistant
Sep. 2019 - Jan. 2020
Course: Digital Image Processing (at CSIE, NTU)
Taipei, Taiwan
Teaching Assistant
Feb. 2019 - Jun. 2019
Course: Probability (at CSIE, NTU)
Taipei, Taiwan
Undergraduate Research Assistant
Aug. 2016 - Jun. 2018
Collaborative Vision Lab @ NCTU, advised by Prof. Kuan-Wen Chen
Hsinchu, Taiwan
Teaching Assistant
Feb. 2018 - Jun. 2018
Course: Computer Vision for UAV Autopilot (at CS, NCTU)
Taipei, Taiwan
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