Title
Fast BCS-FOCUSS and DBCS-FOCUSS with augmented Lagrangian and minimum residual methods.
Abstract
•Incorporation of augmented Lagrangian and MINRES method in BCS-FOCUSS algorithm.•Fast and good initial solution for BCS of images using augmented Lagrangian method.•Computation of inverse of symmetric matrix in BCS-FOCUSS using MINRES method.
Year
DOI
Venue
2018
10.1016/j.jvcir.2018.02.009
Journal of Visual Communication and Image Representation
Keywords
Field
DocType
Block compressive sensing,BCS-FOCUSS,DBCS-FOCUSS,BCS-augmented Lagrangian method,Minimum residual method
Convergence (routing),Residual,Pattern recognition,Underdetermined system,Algorithm,Augmented Lagrangian method,Rate of convergence,Artificial intelligence,Solver,Mathematics,Compressed sensing,Computational complexity theory
Journal
Volume
Issue
ISSN
52
C
1047-3203
Citations 
PageRank 
References 
0
0.34
9
Authors
2
Name
Order
Citations
PageRank
Amit Satish Unde111.70
P. P. Deepthi24010.40