Hierarchical Bayesian Compressed Sensing of Sparse Signals

Shruti Sharma; Khyati Chopra; Rasveen Bholan

doi:10.1007/978-981-15-5830-6_32

ScienceGate Book Chapters

BOOK-CHAPTER

Hierarchical Bayesian Compressed Sensing of Sparse Signals

Shruti Sharma Khyati Chopra Rasveen Bholan

Year: 2020 Communications in computer and information science Pages: 381-396 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-15-5830-6_32

Get Full-Text PDF Get Analytical Report

Keywords:

Compressed sensing Bayesian probability Sparse approximation SIGNAL (programming language) Perspective (graphical) Computer science Algorithm Greedy algorithm Sampling (signal processing) Signal processing Pattern recognition (psychology) Bayesian inference Representation (politics) Signal recovery Domain (mathematical analysis) Artificial intelligence Mathematics Computer vision Telecommunications

Metrics

Cited By

1.39

FWCI (Field Weighted Citation Impact)

Refs

0.89

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Blind Source Separation Techniques

Physical Sciences → Computer Science → Signal Processing

Photoacoustic and Ultrasonic Imaging

Physical Sciences → Engineering → Biomedical Engineering

Hierarchical Bayesian Compressed Sensing of Sparse Signals

Metrics

Citation History

Topics

Related Documents

Variational Bayesian Compressed Sensing for Sparse and Locally Constant Signals

Sparse Signals and Compressed Sensing

Compressed sensing of approximately sparse signals

Double‐level binary tree Bayesian compressed sensing for block structured sparse signals

Distributed compressed sensing for block-sparse signals