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Lifting Scheme and Its Application to Edge Detection
作者姓名:Yang Yan  He Chu  Liao Ya\|li  Cao Yang  Qin Qian\|qing .School of Electronic Informatio n  Wuhan University  Wuhan  Hubei  China .The State Key Laboratory of Cartographical  Remote Sensing and Information Engineering  Wuhan Univer sity  Wuhan  Hubei  China
作者单位:Yang Yan 1,He Chu 1,Liao Ya\|li 1,Cao Yang 1,Qin Qian\|qing 2 1.School of Electronic Informatio n,Wuhan University,Wuhan 430072,Hubei,China 2.The State Key Laboratory of Cartographical,Remote Sensing and Information Engineering,Wuhan Univer sity,Wuhan 430072,Hubei,China
基金项目:SupportedbytheNationalNaturalScienceFoundationofChina (699830 0 5)
摘    要:0 IntroductionLiftingschemeasintroducedbyW .Sweldens1] in 1996 ,isanewwayofconstructingwavelettransformthatnotnecessarilybasedontranslatesanddilatesofonefunction .LiftingallowstheconstructionofwaveletsentirelyinthespatialdomainwithoutmakinguseoftheFouriertr…


Lifting scheme and its application to edge detection
Yang Yan ,He Chu ,Liao Ya\|li ,Cao Yang ,Qin Qian\|qing .School of Electronic Informatio n,Wuhan University,Wuhan ,Hubei,China .The State Key Laboratory of Cartographical,Remote Sensing and Information Engineering,Wuhan Univer sity,Wuhan ,Hubei,China.Lifting Scheme and Its Application to Edge Detection[J].Wuhan University Journal of Natural Sciences,2003,8(1):74-76.
Authors:Yang Yan  He Chu  Liao Ya-li  Cao Yang  Qin Qian-qing
Institution:(1) School of Electronic Information, Wuhan University, 430072 Wuhan, Hubei, China;(2) The State Key Laboratory of Cartographical, Remote Sensing and Information Engineering, Wuhan University, 430072 Wuhan, Hubei, China
Abstract:Lifting scheme is a useful and very general technique for constructing wavelet decomposition. The paper adapts the lifting into redundant lifting to obtain shift invariant wavelet transform. In prediction and update stages of the lifting morphological operator is adopted for preserving local maxima of a signal over several scales, which is particularly useful in wavelet\|based signal detec tion. The new transform presented in the paper is applied in multiresoluti on edge detection of medical image and experim ent results are given to show better performance and applicable potentiali ty.
Keywords:lifting  scheme  redundant  wavelet  transform  morpholog ical  operator  edge  detection
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