A wavelet-laplace variational technique for image deconvolution and inpainting

被引：107
|
作者：
Dobrosotskaya, Julia A. [1 ]
Bertozzi, Andrea L. [1 ]
机构：
[1] Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90095 USA
来源：
IEEE TRANSACTIONS ON IMAGE PROCESSING | 2008年 / 17卷 / 05期
基金：
美国国家科学基金会;
关键词：
barcode; binary image; inpainting; wavelet diffusion;
D O I：
10.1109/TIP.2008.919367
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We construct a new variational method for blind deconvolution of images and inpainting, motivated by recent PDE-based techniques involving the Ginzburg-Landau functional, but using more localized wavelet-based methods. We present results for both binary and grayscale images. Comparable speeds are achieved with better sharpness of edges in the reconstruction.
引用
收藏
页码：657 / 663
页数：7
相关论文
共 50 条
  • [21] A Variational Framework for Non-local Image Inpainting
    Arias, Pablo
    Caselles, Vicent
    Sapiro, Guillermo
    ENERGY MINIMIZATION METHODS IN COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 2009, 5681 : 345 - +
  • [22] A Variational Framework for Exemplar-Based Image Inpainting
    Pablo Arias
    Gabriele Facciolo
    Vicent Caselles
    Guillermo Sapiro
    International Journal of Computer Vision, 2011, 93 : 319 - 347
  • [23] An iterative variational model for blind image deconvolution
    Laaziri, Bouchra
    Hakim, Abdelilah
    Raghay, Said
    JOURNAL OF MATHEMATICAL MODELING, 2022, 10 (03): : 467 - 486
  • [24] VARIATIONAL BAYESIAN COMPRESSIVE BLIND IMAGE DECONVOLUTION
    Amizic, Bruno
    Spinoulas, Leonidas
    Molina, Rafael
    Katsaggelos, Aggelos K.
    2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2013,
  • [25] A variational method for Bayesian blind image deconvolution
    Likas, A
    Galatsanos, NP
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS, 2003, : 973 - 976
  • [26] Variational Bayesian Blind Image Deconvolution: A review
    Ruiz, Pablo
    Zhou, Xu
    Mateos, Javier
    Molina, Rafael
    Katsaggelos, Aggelos K.
    DIGITAL SIGNAL PROCESSING, 2015, 47 : 116 - 127
  • [27] A robust variational model for positive image deconvolution
    Welk, Martin
    SIGNAL IMAGE AND VIDEO PROCESSING, 2016, 10 (02) : 369 - 378
  • [28] A variational approach for Bayesian blind image deconvolution
    Likas, AC
    Galatsanos, NP
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (08) : 2222 - 2233
  • [29] A robust variational model for positive image deconvolution
    Martin Welk
    Signal, Image and Video Processing, 2016, 10 : 369 - 378
  • [30] Block-based image inpainting in the wavelet domain
    Ubiratã A. Ignácio
    Cláudio R. Jung
    The Visual Computer, 2007, 23 : 733 - 741
12345