Self-Supervised Image Prior Learning with GMM from a Single Noisy Image

Author:

Liu Haosen1,Liu Xuan1,Lu Jiangbo2,Tan Shan1

Affiliation:

1. Huazhong University of Science and Technology

2. SmartMore Corporation

Publisher

IEEE

Reference33 articles.

1. From learning models of natural image patches to whole image restoration

2. Beyond a Gaussian denoiser: Residual learning of deep CNN for image denoising;zhang;IEEE Transactions on Image Processing,2017

3. Solving inverse problems with piecewise linear estimators: From Gaussian mixture models to structured sparsity;yu;IEEE Transactions on Image Processing,2011

4. Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising

5. The contourlet transform: an efficient directional multiresolution image representation

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1. Self-Supervised Denoising Transformer with Gaussian Process;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

2. Linear Combinations of Patches are Unreasonably Effective for Single-Image Denoising;IEEE Transactions on Image Processing;2024

3. Reinforcement Learning of Self-enhancing Camera Image and Signal Processing;Advances in Data-driven Computing and Intelligent Systems;2023

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