Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, pp. 1-1, 2021.

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Abstract:

In this paper, we aim to address issues of (1) joint spatial-temporal modeling and (2) side information injection for deep-learning based in-loop filter. For (1), we design a deep network with both progressive rethinking and collaborative learning mechanisms to improve quality of the reconstructed intra-frames and inter-frames, respective...More

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