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International Journal of Computer Vision, ISSN 0920-5691, 1/2017, Volume 121, Issue 2, pp. 183 - 208
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 10/2018, pp. 1 - 1
Journal Article
Journal Article
Signal Processing, ISSN 0165-1684, 06/2017, Volume 135, pp. 147 - 152
In this paper, the direction of arrival (DOA) estimation for noncircular sources in multiple-input multiple-output (MIMO) radar is dealt with by a novel... 
Sparse representation | Nuclear norm minimization | Noncircular signal | Multiple-input multiple-output radar | Direction of arrival estimation | SPARSITY | CONJUGATE ESPRIT | DIRECTION | ENGINEERING, ELECTRICAL & ELECTRONIC | Radar systems | Information science | Algorithms | Analysis
Journal Article
Mathematics of Computation of the American Mathematical Society, ISSN 0025-5718, 01/2013, Volume 82, Issue 281, pp. 301 - 329
Journal Article
SIAM Journal on Matrix Analysis and Applications, ISSN 0895-4798, 2013, Volume 34, Issue 3, pp. 946 - 977
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2013, Volume 61, Issue 21, pp. 5374 - 5388
Journal Article
Pattern Recognition, ISSN 0031-3203, 07/2019, Volume 91, pp. 147 - 161
Integrating the structure prior in modeling has achieved considerable attention in pattern recognition and computer vision. Most current state-of-the-art... 
Structured sparsity | Sub-gradient method | Nesting-structured nuclear norm | Low rank | Matrix regression | Matrix completion | REGRESSION | ROBUST FACE RECOGNITION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer science | Machine vision | Analysis | Biometry
Journal Article
International Journal of Machine Learning and Cybernetics, ISSN 1868-8071, 2/2015, Volume 6, Issue 1, pp. 59 - 68
Journal Article
International Journal of Imaging Systems and Technology, ISSN 0899-9457, 12/2015, Volume 25, Issue 4, pp. 310 - 316
Medical image fusion plays an important role in diagnosis and treatment of diseases such as image‐guided radiotherapy and surgery. Although numerous medical... 
medical image fusion | low rank matrix | nuclear norm minimization | shared similarity | FRAMEWORK | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | OPTICS | ENGINEERING, ELECTRICAL & ELECTRONIC | Medical imaging equipment
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 10/2018, pp. 1 - 1
The explosive growth in high-dimensional visual data requires effective regularization techniques to utilize the underlying low-dimensional structure. We... 
Sparse optimization | Nonconvex optimization | Heuristic algorithms | Estimation | Adaptive bisection method | Minimization | Truncated nuclear norm | Electronic mail | Sparse matrices | Optimization | Iteratively reweighted nuclear norm | Approximation algorithms | Low rank matrices
Journal Article
Neural Networks, ISSN 0893-6080, 10/2019, Volume 118, pp. 1 - 16
Principal component analysis (PCA) is a widely used tool for dimensionality reduction and feature extraction in the field of computer vision. Traditional PCA... 
Robustness | Nuclear norm | Optimal mean | Principal component analysis (PCA) | Low-dimensional representation | Index Medicus
Journal Article
Information Sciences, ISSN 0020-0255, 03/2018, Volume 429, pp. 147 - 163
Rank minimization problem has a wide range of applications in different areas. However, since this problem is NP-hard and non-convex, the frequently used... 
Rank minimization problem | White Gaussian additive noise removal | Gamma multiplicative noise removal | Nuclear norm | Nonlocal self-similarity | Block matching | ALGORITHM | SPARSE | COMPUTER SCIENCE, INFORMATION SYSTEMS | RESTORATION | MODEL | REGULARIZATION | SPECKLE | Computer science | Algorithms
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2019, Volume 332, pp. 283 - 297
Journal Article