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PYRAMID MODEL BASED DOWN-SAMPLING FOR IMAGE INPAINTING

Published

Author(s)

Hamid Gharavi

Abstract

Image inpainting is a useful and powerful technique for automatically restoring or removing objects in films and damaged pictures. In the last ten years, many excellent inpainting algorithms have been proposed after Bertalmio et al. [1]. However, no paper systematically and theoretically analyzes the factors, which limit the performances of existing algorithms. Based on extensive experiments, we firstly construct a universal framework for image inpainting, which contains three crucial factors Area, Shape, and Perimeter (ASP). Then we propose a Pyramid model based own-sampling Inpainting (PDI) model according to the ASP principles. Experimental results show that the performances of existing methods can be tremendously improved after incorporating the PDI model.
Proceedings Title
IEEE 2010 International Conference on Image Processing
Conference Dates
September 26-29, 2010
Conference Location
Hong Kong, -1

Keywords

Image inpainting, Pyramid model, Downsampling
Created September 2, 2010, Updated February 19, 2017