Research Interests

Computer Vision 3D Vision Scene Understanding Image/Video Processing

Education

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

Publications

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

Paper Code

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

Project page Paper Code Video Awesome video stabilization

PixStabNet: Fast Deep Online Video Stabilization

Yu-Ta Chen, Kuan-Wei Tseng, Yao-Chih Lee, Chun-Yu Chen, and Yi-Ping Hung.

ICIP 2021

Paper

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

Paper

Experiences

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