1.1k citations · 1.4k across the 11 of their papers we have counts for
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cs.CV2020★ 9 cited
Deep Multi-modality Soft-decoding of Very Low Bit-rate Face Videos
Yanhui Guo, Xi Zhang, Xiaolin Wu
We propose a novel deep multi-modality neural network for restoring very low bit rate videos of talking heads. Such video contents are very common in social media, teleconferencing…
cs.CV2016★ 128 cited
Random Walk Graph Laplacian based Smoothness Prior for Soft Decoding of JPEG Images
Xianming Liu, Gene Cheung, Xiaolin Wu +1
Given the prevalence of JPEG compressed images, optimizing image reconstruction from the compressed format remains an important problem. Instead of simply reconstructing a pixel bl…
cs.CV2010★ 1.1k cited
Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization
Weisheng Dong, Lei Zhang, Guangming Shi +1
As a powerful statistical image modeling technique, sparse representation has been successfully used in various image restoration applications. The success of sparse representation…