Search Results for author: Fu-Jen Tsai

Found 6 papers, 4 papers with code

ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration

1 code implementation22 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.

Deblurring Rain Removal +1

ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation

no code implementations18 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.

Data Augmentation Deblurring +1

Meta Transferring for Deblurring

1 code implementation14 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.

Deblurring Meta-Learning +1

Stripformer: Strip Transformer for Fast Image Deblurring

1 code implementation10 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.

Deblurring Image Deblurring

BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring

1 code implementation19 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.

Deblurring Image Deblurring +1

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