Comparative Analysis of ML-CSC Based CS-MRI Framework With State of the Art

Deep neural networks have been used extensively for inverse problems in image processing research. Subsequently the interest has been shown to theoretically model deep nets with celebrated sparse coding theory resulting in emergence of convolutional sparse coding (CSC) theory. The CSC theory which i...

Full description

Bibliographic Details

Published in:	IEEE International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA ...) (Online) pp. 175 - 180
Main Authors:	Saadain, Syyed, Shah, Jawad Ali, Wahid, Abdul, Kadir, Kushsairy
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.09.2022
Subjects:	Compressed Sensing Convolutional codes Deep learning Filtering algorithms Image coding Iterative algorithms MRI Multi-layer Convolutional Sparse Coding Neural networks Thresholding (Imaging)
ISSN:	2640-6535
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!