Multi-layer Convolutional Sparse Coding Framework for Restoration of Under-sampled MR Images

Magnetic Resonance Imaging (MRI) plays an important role in the diagnosis of different pathologies associated with human anatomy. The need to acquire images with higher temporal and spatial resolution require longer scan times resulting in patient fatigue and claustrophobia. In addition to scan time...

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Bibliographic Details

Published in:	IEEE International Instrumentation and Measurement Technology Conference (Online) pp. 1 - 6
Main Authors:	Wahid, Abdul, Ullah, Abdul Wahab Usman, Kadir, Kushairy, Saadain, Syed
Format:	Conference Proceeding
Language:	English
Published:	IEEE 17.05.2021
Subjects:	Basis Pursuit Compressive Sensing Convolutional codes Image coding Image restoration Magnetic resonance imaging Multi-layer Convolutional Sparse Coding Protocols Sensors Spatial resolution
ISSN:	2642-2077
Online Access:	Get full text
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