no code implementations • 14 Apr 2024 • Chih-Ling Chang, Fu-Jen Tsai, Zi-Ling Huang, Lin Gu, Chia-Wen Lin
Image dehazing faces challenges when dealing with hazy images in real-world scenarios.
1 code implementation • 22 Dec 2023 • Fu-Jen Tsai, Yan-Tsung Peng, Chen-Yu Chang, Chan-Yu Li, Yen-Yu Lin, Chung-Chi Tsai, Chia-Wen Lin
Besides, ViStripformer is an effective and efficient transformer architecture with much lower memory usage than the vanilla transformer.
no code implementations • 18 Dec 2023 • Jia-Hao Wu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, Yen-Yu Lin
We parameterize the blur patterns of a blurred image with their orientations and magnitudes as a pixel-wise blur condition map to simulate motion trajectories and implicitly represent them in a continuous space.
1 code implementation • 14 Oct 2022 • Po-Sheng Liu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, Yen-Yu Lin
Most previous deblurring methods were built with a generic model trained on blurred images and their sharp counterparts.
1 code implementation • 10 Apr 2022 • Fu-Jen Tsai, Yan-Tsung Peng, Yen-Yu Lin, Chung-Chi Tsai, Chia-Wen Lin
Images taken in dynamic scenes may contain unwanted motion blur, which significantly degrades visual quality.
Ranked #2 on Deblurring on RealBlur-R
1 code implementation • 19 Jan 2021 • Fu-Jen Tsai, Yan-Tsung Peng, Yen-Yu Lin, Chung-Chi Tsai, Chia-Wen Lin
Image motion blur results from a combination of object motions and camera shakes, and such blurring effect is generally directional and non-uniform.
Ranked #5 on Deblurring on RealBlur-R