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Huicong Zhang

2 accepted papers

2024

Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring

CVPR 2024poster

Video deblurring relies on leveraging information from other frames in the video sequence to restore the blurred regions in the current frame. Mainstream approaches employ bidirectional feature propagation spatio-temporal transformers or a combination of both to extract information from the video se…

2022

Spatio-Temporal Deformable Attention Network for Video Deblurring

ECCV 2022poster

"The key success factor of the video deblurring methods is to compensate for the blurry pixels of the mid-frame with the sharp pixels of the adjacent video frames. Therefore, mainstream methods align the adjacent frames based on the estimated optical flows and fuse the alignment frames for restorati…