Title :
PDE-Based Non-Linear Anisotropic Diffusion Techniques for Medical Image Denoising
Author :
Cao, Zhiwen ; Zhang, Xuzhen
Author_Institution :
Dept. of Electron. & Inf. Eng., North China Inst. of Sci. & Technol., Yanjiao East of Beijing, China
Abstract :
Combining the wavelet analysis and partial differential equations denoising method and applying synthesis algorithm applied to CT image denoising in this paper. It has some advantages: small amount of calculation, pay attention to subtle changes when denoise, highlight the local character of image, overcome the inadequacy of single wavelet transform method to a certain extent. Both theoretical analysis and simulation have verified the validity of revised method proposed in this paper.
Keywords :
biodiffusion; computerised tomography; image denoising; medical image processing; partial differential equations; wavelet transforms; CT image denoising; PDE-based nonlinear anisotropic diffusion techniques; local image character; medical image denoising; partial differential equation denoising method; synthesis algorithm; wavelet analysis; wavelet transform; Image denoising; Image edge detection; Mathematical model; Noise; Noise reduction; Wavelet transforms;
Conference_Titel :
Engineering and Technology (S-CET), 2012 Spring Congress on
Conference_Location :
Xian
Print_ISBN :
978-1-4577-1965-3
DOI :
10.1109/SCET.2012.6341990