Search Results for author: Youjian Zhang

Found 3 papers, 3 papers with code

Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring

1 code implementation26 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.

Deblurring Image Deblurring +1

Video Frame Interpolation without Temporal Priors

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.

Optical Flow Estimation Video Frame Interpolation

Exposure Trajectory Recovery from Motion Blur

1 code implementation6 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.

Deblurring Image Deblurring +1

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