Title
HCLR: A hybrid clustering and low-rank regularization-based method for photon-limited image restoration.
Abstract
•The hybrid clustering can more accurately cluster image patches.•A low-rank prior is proper for nonlocal Poisson denoising.•The tradeoff parameter in objective function may be selected automatically.
Year
DOI
Venue
2018
10.1016/j.jvcir.2018.10.015
Journal of Visual Communication and Image Representation
Keywords
Field
DocType
Image restoration,Low rank,Poisson denoising,Newton’s method
Noise reduction,Pattern recognition,Matrix (mathematics),Regularization (mathematics),Pixel,Artificial intelligence,Poisson distribution,Image restoration,Cluster analysis,Shot noise,Mathematics
Journal
Volume
ISSN
Citations 
57
1047-3203
0
PageRank 
References 
Authors
0.34
15
7
Name
Order
Citations
PageRank
Xiaolong Zhu129828.11
Xiang-Chu Feng298940.18
Weiwei Wang311811.49
Xi-xi Jia4204.70
Rui Zhang541.08
Rui-qiang He601.01
Chen Xu726929.36