Digital image inpainting based on P-harmonic energy minimization

被引:0
|
作者
Zhang Hongying [1 ]
Wu Bin
Peng Qicong
Wu Yadong
机构
[1] SW Univ Sci & Technol, Sch Informat Engn, Mianyang 621010, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Commun & Informat Engn, Chengdu 610054, Peoples R China
[3] SW Univ Sci & Technol, Sch Comp Sci & Engn, Mianyang 621010, Peoples R China
来源
CHINESE JOURNAL OF ELECTRONICS | 2007年 / 16卷 / 03期
关键词
image inpainting; nonlinear diffusion; p-harmonic equation; total variation model; variational method; partial differential equation (PDE);
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the problem of image inpainting with variational PDE methods. From the study of existing formalisms, two variational inpainting models based on p-harmonic energy minimization are proposed. The associated Euler-Lagrange equations lead to pharmonic equations. The paper analyzes the physical characteristics of the p-Harmonic equations in local coordinates and explains that diffusion behavioral of p-harmonic is superior to that of total variation model in essence. Then proper numerical schemes are designed to handle their computation. They are finally applied to a wide variety of image processing problems, including color image restoration, inpainting and zooming. All these results show that the proposed models are effective.
引用
收藏
页码:525 / 530
页数:6
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