Denoising by low-rank and sparse representations Journal Articles

authors

• Nejati, Mansour
• Samavi, Shadrokh
• Derksen, Harm
• Najarian, Kayvan

status

• published 

publication date

• April 2016

has subject area

• 0801 Artificial Intelligence and Image Processing (FoR)
• 1203 Design Practice and Management (FoR)
• 1905 Visual Arts and Crafts (FoR)
• Artificial Intelligence & Image Processing (Science Metrix)

published in

• Journal of Visual Communication and Image Representation  Journal

keywords

• Computer Science
• Computer Science, Information Systems
• Computer Science, Software Engineering
• Dictionary learning
• IMAGE
• Image denoising
• Low-rank matrix recovery
• MATRIX
• Nonlocal self-similarity
• Optimal singular value shrinkage
• PRINCIPAL COMPONENT ANALYSIS
• REGULARIZATION
• Random matrix theory
• Rank minimization
• Science & Technology
• Sparse representation
• THRESHOLDING ALGORITHM
• Technology

Digital Object Identifier (DOI)

• 10.1016/j.jvcir.2016.01.004

start page

• 28

end page

• 39

volume

• 36