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2006, Signal processing and communications, ISBN 0824758498, Volume 24, xiii, 730
Book
IEEE transactions on image processing, ISSN 1941-0042, 2013, Volume 22, Issue 4, pp. 1620 - 1630
Journal Article
Journal of visual communication and image representation, ISSN 1047-3203, 2015, Volume 26, pp. 132 - 145
Journal Article
IEEE transactions on signal processing, ISSN 1941-0476, 2018, Volume 66, Issue 22, pp. 5833 - 5847
Journal Article
Journal Article
Nature methods, ISSN 1548-7105, 2018, Volume 15, Issue 12, pp. 1090 - 1097
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 11/2011, Volume 20, Issue 11, pp. 3097 - 3111
Journal Article
IEEE transactions on circuits and systems for video technology, ISSN 1558-2205, 2014, Volume 24, Issue 6, pp. 915 - 928
This paper presents a novel strategy for high-fidelity image restoration by characterizing both local smoothness and nonlocal self-similarity of natural images in a unified statistical manner... 
Three-dimensional displays | Inverse problems | Image edge detection | Transforms | image inpainting | statistical modeling | image deblurring | optimi-zation | Image restoration | Mathematical model | Joints | SUPERRESOLUTION | RECOVERY | Image deblurring | image restoration | optimization | ENHANCEMENT | ALGORITHMS | DEBLOCKING | REGULARIZATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Mathematical models | Image processing | Innovations | Algorithms
Journal Article
Applied Optics, ISSN 1559-128X, 05/2017, Volume 56, Issue 13, pp. F27 - F30
We propose a holographic image restoration method using an autoencoder, which is an artificial neural network... 
SECURE | OPTICS | MEMORY | OPTICAL ENCRYPTION | Holography | Images, Optical | Research | Neural networks | Light | Optical properties
Journal Article
Information sciences, ISSN 0020-0255, 2015, Volume 295, pp. 232 - 246
Image restoration is one of the most fundamental issues in imaging science. Total variation regularization is widely used in image restoration problems for its capability to preserve edges... 
Total variation | Image restoration | Overlapping group sparsity | Convex optimization | ADMM | APPROXIMATIONS | RECONSTRUCTION | EQUATIONS | COMPUTER SCIENCE, INFORMATION SYSTEMS | MULTIPLIERS | ALGORITHMS | RECOVERY | POISSONIAN IMAGES | REGULARIZATION | TOTAL VARIATION MINIMIZATION | NOISE REMOVAL | Image processing | State of the art | Algorithms | Preserves | Signal processing | Computational efficiency | Regularization | Optimization
Journal Article