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On the implementation of chaotic compressed sensing for MRI

Truong Minh-Chinh and trung nguyen linh and Tan Tran Duc (2016) On the implementation of chaotic compressed sensing for MRI. In: 2016 International Conference on Advanced Technologies for Communications (ATC).

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Abstract

We consider the application of Compressed Sensing (CS) to enhance the acquisition speed in Magnetic Resonance Imaging (MRI). For CS-based MRI, random sampling is often implemented in the k-space and depends on the uniform distribution and energy distribution of MRI images in the k-space. In contrast, we propose a new deterministic sampling method for CS-based MRI using the logistic map, which has good statistical properties and can be easily converted to uniform-like chaotic sequences. Simulation results confirmed that the proposed method is equivalent to state-of-the-art methods in terms of the relative root-mean-square error and the probability of exact reconstruction.

Item Type:Conference or Workshop Item (Lecture)
Uncontrolled Keywords:Chaotic communication;Compressed sensing;Image coding;Image reconstruction;Logistics;Magnetic resonance imaging;Chaotic systems;Compressed sensing;Fast image acquisition;Magnetic resonance imaging (MRI)
Subjects:Electronics and Communications > Electronics and Computer Engineering
Divisions:Faculty of Electronics and Telecommunications (FET)
ID Code:2169
Deposited By: Assoc/Prof Duc Tan Tran
Deposited On:25 Dec 2016 16:57
Last Modified:25 Dec 2016 16:57

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