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Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network

Sep 14, 2020
Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li


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MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment

Apr 11, 2020
Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi


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Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding

Jul 18, 2018
Weisheng Dong, Zhangxi Yan, Xin Li, Guangming Shi


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ConvCSNet: A Convolutional Compressive Sensing Framework Based on Deep Learning

Jan 31, 2018
Xiaotong Lu, Weisheng Dong, Peiyao Wang, Guangming Shi, Xuemei Xie


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Denoising Prior Driven Deep Neural Network for Image Restoration

Jan 21, 2018
Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, Xiaotong Lu


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Image Deblurring and Super-resolution by Adaptive Sparse Domain Selection and Adaptive Regularization

Dec 06, 2010
Weisheng Dong, Lei Zhang, Guangming Shi, Xiaolin Wu

* 35 pages. This paper is under review in IEEE TIP 

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