Approximate Message Passing for Structured Affine Rank Minimization Problem

The topic of the rank minimization problem with affine constraints has been well studied in recent years. However, in many applications the data can exhibit other structures beyond simply being low rank. For example, images and videos present complex spatio-temporal structures, which are largely ign...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE access Vol. 5; pp. 10093 - 10107
Main Authors:	Li, Yangqing, Yin, Changchuan, Chen, Wei, Han, Zhu
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2017 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Affine rank minimization (ARM) Algorithms approximate message passing (AMP) Approximation algorithms belief propagation Complexity graphical models Hyperspectral imaging Image reconstruction Message passing Minimization Optimization Probabilistic logic Signal processing algorithms Sparse matrices structured low-rank matrix recovery sum-product algorithm (SPA) Video compression
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!