no code implementations • 15 Apr 2024 • Yu-Ju Tsai, Jin-Cheng Jhang, Jingjing Zheng, Wei Wang, Albert Y. C. Chen, Min Sun, Cheng-Hao Kuo, Ming-Hsuan Yang
A unique property of our Bi-Layout model is its ability to inherently detect ambiguous regions by comparing the two predictions.
no code implementations • 4 Dec 2023 • Yunhao Liu, Yu-Ju Tsai, Kelvin C. K. Chan, Xiangtai Li, Lu Qi, Ming-Hsuan Yang
Traditional heuristic approaches-either training models directly on these degraded images or their enhanced counterparts using face restoration techniques-have proven ineffective, primarily due to the degradation of facial features and the discrepancy in image domains.
1 code implementation • 14 Aug 2023 • Yu-Ju Tsai, Yu-Lun Liu, Lu Qi, Kelvin C. K. Chan, Ming-Hsuan Yang
Restoring facial details from low-quality (LQ) images has remained a challenging problem due to its ill-posedness induced by various degradations in the wild.
Ranked #2 on Blind Face Restoration on WIDER
1 code implementation • 29 Oct 2022 • Zhong-Min Tsai, Yu-Ju Tsai, Chien-Yao Wang, Hong-Yuan Liao, Youn-Long Lin, Yung-Yu Chuang
For each object, a customized fully convolutional search engine is created by SearchTrack by learning a set of weights for dynamic convolutions specific to the object.
1 code implementation • AAAI 2020 : The Thirty-Fourth AAAI Conference on Artificial Intelligence 2020 • Yu-Ju Tsai, Yu-Lun Liu, Ming Ouhyoung, Yung-Yu Chuang
This paper introduces a novel deep network for estimating depth maps from a light field image.
Ranked #1 on Depth Estimation on 4D Light Field Dataset