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- W3165628391 abstract "Learned frame prediction is a current problem of interest in computer vision and video compression. Although several deep network architectures have been proposed for learned frame prediction, to the best of our knowledge, there is no work based on using deformable convolutions for frame prediction. To this effect, we propose a deformable frame prediction network (DFPN) for task oriented implicit motion modeling and next frame prediction. Experimental results demonstrate that the proposed DFPN model achieves state of the art results in next frame prediction. Our models and results are available at this https URL." @default.
- W3165628391 created "2021-06-07" @default.
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- W3165628391 date "2021-05-26" @default.
- W3165628391 modified "2023-09-27" @default.
- W3165628391 title "DFPN: Deformable Frame Prediction Network" @default.
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