Image Compression Based on PDEs

摘要：

A PDEs-based image compression method is presented. On the encoder, a PDE model is used to reduce spatial redundancy and extract the edges of the image. Then only the edges are sent to the receiver rather than the entire image. The decompression utilizes the PDEbased interpolation by taking the edge map as the interpolation mask. Since the human visual system is highly sensitive to edge, the method can produce intelligible images at high compression ratios. Experiment results show that the proposed method can preserve edges perfectly and has better visual results than JPEG2000.

关键词： Image compression Partial Differential Equations (PDEs) Edge detection Image interpolation

作者: ZHAO Cui-fang DU Meng

作者单位: Department of Electronic Engineering, College of Mathematics, Physics and Information Engineering, Z China Research and Development Academy of Machinery Equipment, China

会议类型: 国际会议

会议名称: 2011 International Conference on Computer Science and Network Technology(2011计算机科学与网络技术国际会议 ICCSNT 2011)

会议地点: 哈尔滨

会议语种:英文

页码: 1768-1771

在线出版日期: 2011-12-24（万方平台首次上网日期，不代表论文的发表时间）