Image Inpainting Using Image Interpolation - An Analysis

被引:0
|
作者
Jini, P. [1 ]
Kumar, Kk Raj [1 ]
机构
[1] Kannur Univ, Sch Informat Sci & Technol, Kannur Univ Campus, Mangattuparamba, Kerala, India
来源
关键词
Image Inpainting; Partial Differential Equation based; Exemplar based; Image Interpolation;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Image inpainting is a computer technique of filling lost regions of an image by using available information from the surrounding area. This digital image inpainting technique has wider applications like image restoration, dis-occlusion and image/video compression. The traditional image inpainting approaches Partial Differential Equation (PDE) based method and Exemplar based method mainly focus on the size of the target region to be filled. PDE is a pixel oriented method and works well if the region to be filled is small. On the other hand exemplar based method is a patch based method and works well if the region to be filled is large. This paper proposes another new technique called image interpolation technique and describes how this technique can be used effectively for image inpainting without giving much focus on the size of the target region.
引用
收藏
页码:1906 / 1920
页数:15
相关论文
共 50 条
  • [41] STEREOSCOPIC IMAGE INPAINTING USING SCENE GEOMETRY
    Hervieux, A.
    Papadakis, N.
    Bugeau, A.
    Gargallo, P.
    Caselles, V.
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2011,
  • [42] Face Image Inpainting Using Attribute Guided
    Zhang, Fan
    Ye, Kaiwei
    Wang, Luming
    Liu, Zerun
    Wang, Zhangye
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2022, 34 (07): : 1085 - 1094
  • [43] Low Complexity Image Inpainting Using AutoEncoder
    Elbehery, Abeer
    Fahmy, Yasmine
    Kafafy, Mai
    [J]. 2022 5TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, SIGNAL PROCESSING, AND THEIR APPLICATIONS (ICCSPA), 2022,
  • [44] Image Inpainting: Theoretical Analysis and Comparison of Algorithms
    King, Emily J.
    Kutyniok, Gitta
    Lim, Wang-Q
    [J]. WAVELETS AND SPARSITY XV, 2013, 8858
  • [45] Image Inpainting Using Cubic Hermit Spline
    Farid, M. Shahid
    Khan, Hassan
    Mahmood, Arif
    [J]. INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285
  • [46] Statistical Analysis of Gaussian Image Inpainting Problems
    Kataoka, Shun
    Yasuda, Muneki
    Tanaka, Kazuyuki
    [J]. JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 2012, 81 (02)
  • [47] Variational image inpainting
    Chan, TF
    Shen, JH
    [J]. COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 2005, 58 (05) : 579 - 619
  • [48] Image Inpainting: A Review
    Omar Elharrouss
    Noor Almaadeed
    Somaya Al-Maadeed
    Younes Akbari
    [J]. Neural Processing Letters, 2020, 51 : 2007 - 2028
  • [49] Image Compression with Inpainting\
    Yatnalli, Veeramma
    Sudha, K. L.
    [J]. 2012 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2012, : 158 - 163
  • [50] A BILATERAL IMAGE INPAINTING
    Noori, H.
    Saryazdi, S.
    Nezamabadi-Pour, H.
    [J]. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF ELECTRICAL ENGINEERING, 2011, 35 (E2) : 95 - 108