Shih-Po (Robert) Lee's Website

Research Projects Experience Education Publications

Hello! My name is Shih-Po (Robert) Lee. I am a second-year PhD student at Khoury College of Computer Sciences of Northeastern University. My research directions are Video Understanding with Computer Vision and Deep Learning. I am currently working on error detection in procedural tasks, which aims to detect erroneous/abnormal action/steps in the process of performing actions to complete tasks.

lee.shih@northeastern.edu

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Github

News

6/17/2024 - attend CVPR2024 in Seattle and present paper "Error Detection in Egocentric Procedural Task Videos".

2/26/2024 - our paper has been accepted by CVPR2024.

Research Projects

Error Detection in Egocentric Procedural Task Videos

Shih-Po Lee, Zijia Lu, Zekun Zhang, Minh Hoai, Ehsan Elhamifar

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2024

PDF | Github | Project Page

HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar

Shih-Po Lee, Niraj Prakash Kini, Wen-Hsiao Peng, Ching-Wen Ma, Jenq-Neng Hwang

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023

PDF | Github | Project Page

GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video

Shih-Po Lee, Si-Cun Chen, Wen-Hsiao Peng

IEEE International Conference on Multimedia and Expo (ICME), July 2021.

PDF | Github | Project Page

Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks

Shun-Yi Pan*, Cheng-You Lu*, Shih-Po Lee, Wen-Hsiao Peng

IEEE International Conference on Multimedia and Expo (ICME), July 2021.

PDF | Github | Project Page

Experience

	Intern in Electrical & Computer Engineering at University of Washington, Seattle, USA [September 2021 - March 2022]
	Research Assistant of UW-NCTU AI Lab supported by University of Washington and National Chiao Tung University, Hsinchu, Taiwan [August 2020 - August 2022]
	Teaching Assistant for MediaTek in-house AI training program, Hsinchu, Taiwan [August 2019 - January 2020]

Education

	PhD student in Khoury College of Computer Sciences, Northeastern University, Boston, USA [September 2022 - present]
	Master of Science in Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Taiwan [September 2018 - August 2020]
	Bachelor of Science in Computer Science and Engineering, National Sun Yat-sen University (NSYSU), Taiwan [September 2014 - July 2018]

Publications

S.-P. Lee, Z. Lu, Z. Zhang, M. Hoai, and E. Elhamifar, "Error Detection in Egocentric Procedural Task Videos" IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), June 2024.
S.-P. Lee, N. P. Kini, W.-H. Peng, C.-W. Ma, and J.-N. Hwang, "HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar" IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023.
S.-P. Lee, S. C. Chen, and W. H. Peng, "GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video" IEEE International Conference on Multimedia and Expo (ICME), July 2021.
S. Y. Pan, C. Y. Lu, S.-P. Lee, and W. H. Peng, "Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks" IEEE International Conference on Multimedia and Expo (ICME), July 2021.