72 citations · 108 across the 7 of their papers we have counts for
Showing 2022 · cs.CVShow all
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cs.CV2022★ 18 cited
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer
Dafeng Zhang, Xiaobing Wang
Recent works achieve excellent results in defocus deblurring task based on dual-pixel data using convolutional neural network (CNN), while the scarcity of data limits the explorati…
cs.CV2022★ 72 cited
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution
Dafeng Zhang, Feiyu Huang, Shizhuo Liu +2
Transformer-based methods have achieved impressive image restoration performance due to their capacities to model long-range dependency compared to CNN-based methods. However, adva…