About me
I am a fourth-year Ph.D. student in the Department of Electrical Engineering at National Tsing Hua University (NTHU), advised by Prof. Chia-Wen Lin from NTHU and Prof. Yen-Yu Lin from NYCU.
My research interests lie in Deep Learning and Computer Vision, particularly in image and video restoration tasks. I have published several papers in top-tier computer vision conferences and journals such as CVPR, ECCV, and TIP.
Education Experience
- [2021-2025] Ph.D. National Tsing Hua University, Taiwan, Department of Electrical Engineering.
- [2019-2021] M.S. National Tsing Hua University, Taiwan, Institute of Communications Engineering.
- [2015-2019] B.S. National Taiwan Ocean University, Taiwan, Department of Electrical Engineering.
News
[2024/12] One paper was accepted by ACCV.
[2024/12] I am a Ph.D. candidate at NTHU.
[2024/10] One paper was accepted by ECCV.
[2024/06] One paper was accepted by CVPR.
[2023/09] Starting internship at National Institute of Informatics (NII), Tokyo, Japan.
[2022/11] One paper was accepted by BMVC.
[2022/10] One paper was accepted by TIP.
[2022/10] One paper was accepted by ECCV.
[2022/08] I was honored to receive:
Master Thesis Merit Award, Chinese Image Processing and Pattern Recognition Society.
[2021/12] I was honored to receive:
Technology Excellence Award, Foxconn Education Foundation.
Publications (* denotes equal contribution)
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
Hsing-Hua Wang*, Fu-Jen Tsai*, Yen-Yu Lin, and Chia-Wen Lin.
Asian Conference on Computer Vision (ACCV), 2024. Code
Domain-adaptive Video Deblurring via Test-time Blurring
Jin-Ting He*, Fu-Jen Tsai*, Jia-Hao Wu, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin.
European Conference on Computer Vision (ECCV), 2024. Code
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation
Jia-Hao Wu*, Fu-Jen Tsai*, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin.
Conference on Computer Vision and Pattern Recognition (CVPR), 2024. Code
Meta Transferring for Deblurring
Po-Sheng Liu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, and Yen-Yu Lin.
British Machine Vision Conference (BMVC), 2022. Code
Stripformer: Strip Transformer for Fast Image Deblurring
Fu-Jen Tsai, Yan-Tsung Peng, Yen-Yu Lin, Chung-Chi Tsai, and Chia-Wen Lin.
European Conference on Computer Vision (ECCV), 2022. Code
BANet: A Blur-Aware Attention Network for Dynamic Scene Deblurring
Fu-Jen Tsai*, Yan-Tsung Peng*, Yen-Yu Lin, Chung-Chi Tsai, and Chia-Wen Lin.
IEEE Transactions on Image Processing (TIP), 2022. Code