Approximate Message Passing for Structured Affine Rank Minimization Problem

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...

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Bibliographic Details
Main Authors: Yangqing Li, Changchuan Yin, Wei Chen, Zhu Han
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Affine rank minimization (ARM)
structured low-rank matrix recovery
approximate message passing (AMP)
belief propagation
graphical models
sum-product algorithm (SPA)
Online Access:https://ieeexplore.ieee.org/document/7936453/

Internet

https://ieeexplore.ieee.org/document/7936453/

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