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
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
相关论文
共 50 条
  • [1] Variational image inpainting models based on p-harmonic energy functional
    Zhang, Hongying
    Peng, Qicong
    Wu, Yadong
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 68 - 73
  • [2] Image inpainting based on energy minimization
    Kawai, Norihiko
    Sato, Tomokazu
    Yokoya, Naokazu
    [J]. COMPUTATIONAL IMAGING V, 2007, 6498
  • [3] Cortical surface parameterization by P-harmonic energy minimization
    Joshi, AA
    Shattuck, DW
    Thompson, PM
    Leahy, RM
    [J]. 2004 2ND IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1 and 2, 2004, : 428 - 431
  • [4] AN IMAGE INPAINTING ALGORITHM BASED ON ENERGY MINIMIZATION
    Zhi, Zhanjiang
    Sun, Yi
    [J]. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2012, 12 (03)
  • [5] Grand p-harmonic energy
    Teresa Radice
    [J]. Calculus of Variations and Partial Differential Equations, 2017, 56
  • [6] Grand p-harmonic energy
    Radice, Teresa
    [J]. CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS, 2017, 56 (01)
  • [7] The p-harmonic approximation and the regularity of p-harmonic maps
    Duzaar, F
    Mingione, G
    [J]. CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS, 2004, 20 (03) : 235 - 256
  • [8] The p-harmonic approximation and the regularity of p-harmonic maps
    Frank Duzaar
    Giuseppe Mingione
    [J]. Calculus of Variations and Partial Differential Equations, 2004, 20 : 235 - 256