A Linearized Alternating Direction Method of Multipliers for a Special Three-Block Nonconvex Optimization Problem of Background/Foreground Extraction

A Linearized Alternating Direction Method of Multipliers for a Special Three-Block Nonconvex Optimization Problem of Background/Foreground Extraction

In this paper, we focus on the three-block nonconvex optimization problem of background/foreground extraction from a blurred and noisy surveillance video. The coefficient matrices of the equality constraints are nonidentity matrices. Regarding the separable structure of the objective function and li...

Full description

Bibliographic Details
Main Authors: Chun Zhang, Yanhong Yang, Zeyan Wang, Yongxin Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Alternating direction method of multipliers
global convergence
image processing
Kurdyka-Łojasiewicz property
linear constraint
nonconvex optimization
Online Access:https://ieeexplore.ieee.org/document/9241061/

Internet

https://ieeexplore.ieee.org/document/9241061/

Similar Items