Image Compression Based On Double Adaptive Lifting Scheme Wavelet and SVM

摘要：

A novel algorithm of image compression based on double adaptive lifting wavelet and support vector machines (SVM)was presented in this paper.Contract to traditionaI image compression algorithm with traditional Iifling scheme wavelet transformation,our algorithm obtained two development that firstly the edge of a image was kept unsmooth which result in a clear image because the updating and prediction function are selected to change adaptively along with the edge information of image;secondly good effect was obtained in high compression because the SVM is creatively used to bind with wavelet.Experiment demonstrated that the algorithm presents well especially in damage image compression.

关键词： Double Adaptive Wavelet Transform SPIHT SVM Image Compression

作者: Mao Minghu Liao Jianming Zhong Linyun Li JianPing Lu Xiaojun

会议类型: 国际会议

会议名称: The International Conference Information Computing and Automation(2007国际信息计算与自动化会议)

会议地点: 成都

会议语种:英文

页码: 300-302

在线出版日期: 2007-12-19（万方平台首次上网日期，不代表论文的发表时间）