Title :
Wavelet Local Donoise Reconstruction Algorithm Based on Non-separable MRA
Author :
Guoying, Jin ; Hongye, Chen
Author_Institution :
Sch. of Inf. & Electron. Eng., Zhejiang Univ. of Sci. & Technol., Hangzhou, China
Abstract :
We propose a wavelet reconstruction algorithm based on non-separable MRA In the algorithm we disposed the projection data with two channel wavelet decomposement to obtain the approximate coefficient and the detail coefficient of the image, and then after denoised these coefficient with soft-thresholding, we reconstructed the image though reverse wavelets transform. We used two-dimensional quincunx sub-lattice which is better psychovisually because it means that the perceptually least valuable component of vision is quantized first. This algorithm not could reconstructed local image by local date, but could denoised.
Keywords :
biomedical MRI; image denoising; image reconstruction; matrix decomposition; medical image processing; wavelet transforms; image reconstruction; image thresholding; local tomography; non-separable MRA; projection data; quincunx sublattice; reverse wavelet transform; vision component; wavelet local denoise reconstruction; Equations; Image reconstruction; Low pass filters; Multiresolution analysis; Reconstruction algorithms; Wavelet coefficients; Local Tomography; Non-separable MRA; Wavelet Transform; image reconstruction;
Conference_Titel :
Information Technology and Applications (IFITA), 2010 International Forum on
Print_ISBN :
978-1-4244-7621-3
Electronic_ISBN :
978-1-4244-7622-0
DOI :
10.1109/IFITA.2010.317