A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network

2010 ◽  
pp. 138-141 ◽  
Author(s):  
Robert Cierniak
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Recurrent Neural Network ◽  
Image Reconstruction From Projections

scholarly journals A New Approach to Image Reconstruction from Projections Using a Recurrent Neural Network

2008 ◽  
Vol 18 (2) ◽  
pp. 147-157 ◽  
Author(s):  
Robert Cierniak
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Recurrent Neural Network ◽  
Reconstruction Algorithm ◽  
Neural Network Approach ◽  
Reconstruction Process ◽  
New Approach ◽  
The Neural Network ◽  
Image Reconstruction From Projections ◽  
Parallel Geometry

A New Approach to Image Reconstruction from Projections Using a Recurrent Neural NetworkA new neural network approach to image reconstruction from projections considering the parallel geometry of the scanner is presented. To solve this key problem in computed tomography, a special recurrent neural network is proposed. The reconstruction process is performed during the minimization of the energy function in this network. The performed computer simulations show that the neural network reconstruction algorithm designed to work in this way outperforms conventional methods in the obtained image quality.

A k‐space‐to‐image reconstruction network for MRI using recurrent neural network

2020 ◽  
Author(s):  
Changheun Oh ◽  
Dongchan Kim ◽  
Jun‐Young Chung ◽  
Yeji Han ◽  
HyunWook Park
Keyword(s):  
Neural Network ◽  
Image Reconstruction ◽  
Recurrent Neural Network
Sign in / Sign up

Export Citation Format

Share Document