Wavelet Inpainting Based on p-Laplace Operator

被引:8
作者
ZHANG HongYing PENG QiCong WU YangDong School of Information EngineeringSouthwest University of Science and TechnologyMianyang PRChina School of Communication and Information EngineeringUniversity of Electronic Science and Technology of ChinaChengdu PRChina School of Computer Science and EngineeringUniversity of Electronic Science and Technology of ChinaChengdu PRChina [1 ,2 ,3 ,1 ,621010 ,2 ,610054 ,3 ,610054 ]
机构
关键词
Image inpainting; wavelet transform; p-Laplace operator; total variation model;
D O I
10.16383/j.aas.2007.05.017
中图分类号
TN911.73 [图像信号处理];
学科分类号
0711 ; 080401 ; 080402 ;
摘要
<正>The problem of filling in missing or damaged wavelet coefficients is considered in this paper.Chan,Shen,and Zhou have proposed two total variation(TV)wavelet inpainting models to solve this problem.The main benefit of TV model is that it can keep the edges very well,but this method suffers from the staircase effect.To overcome this defect,we analyze the physical characteristics of TV model and p-Laplace opera- tor in local coordinates,and explain that diffusion performance of p-Laplace is superior to that of TV model in essence.Af- terwards,an inpainting model based on p-Laplace operator for damaged wavelet coefficients is presented.This new model can effectively reduce the staircase effect in TV model whereas it can still keep sharp edges as well as TV model.Experiment results show that better inpaingting quality can be achieved with much less computing time with our model.
引用
收藏
页码:546 / 549
页数:4
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