Title : 
Acceleration of projected SIRT algorithm for EMT image reconstruction
         
        
            Author : 
Hao, Jianna ; Yin, Wuliang ; Zhao, Qian ; Kai, Xu ; Chen, Guang
         
        
            Author_Institution : 
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
         
        
        
        
        
        
            Abstract : 
For Electromagnetic Tomography (EMT) Techniques, image reconstruction is one of the crucial steps, which directly affects the quality of reconstruction and real-time performance of the EMT system. Following analyzing a prior iteration method for SIRT (simultaneous iterative reconstruction technique) algorithm, a preconditioning for the projected SIRT is proposed to accelerate the image reconstruction speed and alleviate the ill-posed nature of the EMT inverse problem. Experimental tests confirm that the quality of the reconstructed images using the preconditioning algorithm is enhanced with only a small number of iterations required.
         
        
            Keywords : 
electromagnetic devices; image reconstruction; inverse problems; iterative methods; tomography; EMT; electromagnetic tomography; ill posed nature; image quality; image reconstruction; inverse problem; iteration method; preconditioning algorithm; projected SIRT algorithm; simultaneous iterative reconstruction technique; Algorithm design and analysis; Electromagnetics; Image reconstruction; Iterative methods; Mathematical model; Tomography; Vectors; Electromagnetic Tomography; image reconstruction; preconditioning; projected SIRT;
         
        
        
        
            Conference_Titel : 
Imaging Systems and Techniques (IST), 2012 IEEE International Conference on
         
        
            Conference_Location : 
Manchester
         
        
            Print_ISBN : 
978-1-4577-1776-5
         
        
        
            DOI : 
10.1109/IST.2012.6295503