Complex Diffusion and Shock Filter Processes for Image Enhancement and Denoising

摘要：

The diffusion process can simultaneously enhance, sharpen and denoise image. The diffusion coefficient is locally adjust according to image gradient, so it has many formats diffusion process according to the set of criteria, suck as P-M diffusion,complex diffusion and forward and backward diffusion. In the complex diffusion, the imaginary part of image serve as approximate second derivative of image. So using the imaginary to control the diffusion coefficient can combine the forward and backward complex diffusion.The forward and backward complex diffusion choice forward or backward diffusion according to the imaginary part. The forward diffusion denoise and smooth the image.and the backward diffusion magnify the noise and sharpen the edges, so the the forward and backward complex diffusion cant denoise detail part of image effectively.The shock filer sharpen the edges can take for inverse diffusion, in the paper,we use the imaginary part to control the shock filter as the backward part and the nonlinear complex diffusion as the forward part to combine a novel forward and backward complex diffusion. This novel isnt selectivity diffusion but forward and backward diffusion both diffuse simultaneously.The results of experiments demonstrate the novel denoise the image and retain the details more effective than the forward and backward complex diffusion.

关键词： Digital complex diffusion Forward and backward diffusion Shock filter

作者: ZhuYan Mingju Chen Pingxian Yang

作者单位: Dept. of Electronic Information and Automation. Sichuan University of Science&Engineering Zigong, Sichuan 643000,P.R.China

会议类型: 国际会议

会议名称: Third International Conference on Digital Image Processing(ICDIP 2011)(第三届数字图像处理国际会议)

会议地点: 成都

会议语种:英文

页码: 341-346

在线出版日期: 2011-04-15（万方平台首次上网日期，不代表论文的发表时间）