1 code implementation • 26 Apr 2022 • Youjian Zhang, Chaoyue Wang, DaCheng Tao
The proposed NeurMAP is an orthogonal approach to existing deblurring neural networks, and is the first framework that enables training image deblurring networks on unpaired datasets.
1 code implementation • NeurIPS 2020 • Youjian Zhang, Chaoyue Wang, DaCheng Tao
However, in complicated real-world situations, the temporal priors of videos, i. e. frames per second (FPS) and frame exposure time, may vary from different camera sensors.
1 code implementation • 6 Oct 2020 • Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, DaCheng Tao
However, the motion information contained in a blurry image has yet to be fully explored and accurately formulated because: (i) the ground truth of dynamic motion is difficult to obtain; (ii) the temporal ordering is destroyed during the exposure; and (iii) the motion estimation from a blurry image is highly ill-posed.