Title :
Being able to reconstruct complex fields by our nonlinear auto-adapted iterative reconstructing technique without filtering
Author :
Jiang, Jiasheng ; Song, Yizhong
Author_Institution :
Dept. of Phys., Linyi Teacher´´s Univ., Linyi, China
Abstract :
Econstructing algorithm is able to reconstruct complex fields without any filter. It was named Simple Self-correlative algebraic reconstruction technique (SSART), which is one of nonlinear auto-adapted iterative reconstructing techniques. With numerical simulation, SSART was applied to reconstructing a complex field in order to test its converging capability. For contrast, three current representative algebraic reconstructing techniques(ARTs) including basic algebraic reconstruction technique(ART), simultaneous ART(SART) and modified SART(MSART) were simulated in the same way. The calculated results and reconstructive accuracy were discussed with mean-square error(MSE) and peak error(PE). Based on the MSE and PE analysis, the converging capability of each reconstructing technique was discussed. As the result, SSART could reconstruct the complex model, but others couldn´t. We stopped iterating after the three hundredth iterating cycle. With twenty-eight projections, the SSART could reconstruct the model in a decent accuracy grade by the MSE and PE 0.00024357, 0.61%, respectively. The reconstructed result by ART only showed outline of the model to some extent. The result by SART diverged away. The result by MSART showed an outline of the model to some extent, too. It was better than the result by ART. Our algorithm is a superior technique.
Keywords :
error analysis; iterative methods; mean square error methods; signal processing; SSART; complex fields reconstruction; mean square error; modified SART; nonlinear auto adapted iterative reconstructing technique; peak error; reconstruction technique converging capability; simple self-correlative algebraic reconstruction technique; simultaneous ART; Filtering; Filters; Iterative algorithms; Numerical simulation; Subspace constraints; Testing; Algorithm; Iteration; Nonlinear; OCT (Optical Computerized Tomography); Reconstruction;
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
DOI :
10.1109/ICACC.2010.5487251