Nonlocally Centralized Sparse Representation for Image Restoration von Dong, Weisheng, Zhang, Lei, Shi, Guangming, Li, Xin

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Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach von Dong, Weisheng, Shi, Guangming, Li, Xin

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Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization von Dong, Weisheng, Zhang, Lei, Shi, Guangming, Wu, Xiaolin

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Compressive Sensing via Nonlocal Low-Rank Regularization von Dong, Weisheng, Shi, Guangming, Li, Xin, Ma, Yi, Huang, Feng

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Sparse Representation Based Image Interpolation With Nonlocal Autoregressive Modeling von Weisheng Dong, Lei Zhang, Lukac, R., Guangming Shi

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Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture von Dong, Weisheng, Shi, Guangming, Ma, Yi, Li, Xin

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Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation von Dong, Weisheng, Fu, Fazuo, Shi, Guangming, Cao, Xun, Wu, Jinjian, Li, Guangyu

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Two-stage image denoising by principal component analysis with local pixel grouping von Zhang, Lei, Dong, Weisheng, Zhang, David, Shi, Guangming

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Mixed Noise Removal via Laplacian Scale Mixture Modeling and Nonlocal Low-Rank Approximation von Huang, Tao, Dong, Weisheng, Xie, Xuemei, Shi, Guangming, Bai, Xiang

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Deep Maximum a Posterior Estimator for Video Denoising von Sun, Lu, Dong, Weisheng, Li, Xin, Wu, Jinjian, Li, Leida, Shi, Guangming

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Enhanced Just Noticeable Difference Model for Images With Pattern Complexity von Jinjian Wu, Li, Leida, Weisheng Dong, Guangming Shi, Weisi Lin, Kuo, C.-C Jay

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Robust Foreground Estimation via Structured Gaussian Scale Mixture Modeling von Shi, Guangming, Huang, Tao, Dong, Weisheng, Wu, Jinjian, Xie, Xuemei

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Color-Guided Depth Recovery via Joint Local Structural and Nonlocal Low-Rank Regularization von Dong, Weisheng, Shi, Guangming, Li, Xin, Peng, Kefan, Wu, Jinjian, Guo, Zhenhua

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Sparsity-based image denoising via dictionary learning and structural clustering von Weisheng Dong, Xin Li, Lei Zhang, Guangming Shi

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Image Super-Resolution With Parametric Sparse Model Learning von Li, Yongbo, Dong, Weisheng, Xie, Xuemei, Shi, Guangming, Wu, Jinjian, Li, Xin

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Memory Augmentation and Non-Local Spectral Attention for Hyperspectral Denoising von Dong, Le, Mo, Yige, Sun, Hao, Wu, Fangfang, Dong, Weisheng

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Visual Orientation Selectivity Based Structure Description von Wu, Jinjian, Lin, Weisi, Shi, Guangming, Zhang, Yazhong, Dong, Weisheng, Chen, Zhibo

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Nonlocal Sparse and Low-Rank Regularization for Optical Flow Estimation von Dong, Weisheng, Shi, Guangming, Hu, Xiaocheng, Ma, Yi

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Centralized sparse representation for image restoration von Weisheng Dong, Lei Zhang, Guangming Shi

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Model-Assisted Adaptive Recovery of Compressed Sensing with Imaging Applications von Wu, Xiaolin, Dong, Weisheng, Zhang, Xiangjun, Shi, Guangming

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