Publication Type

Conference Proceeding Article

Version

acceptedVersion

Publication Date

12-2010

Abstract

This paper presents a structure first image inpainting method based on self-organizing map (SOM). SOM is employed to find the useful structure information of the damaged image. The useful structure information which includes relevant edges of the image is used to simulate the structure information of the lost or damaged area in the image. The structure information is described by distinct or indistinct curves in an image in this paper. The obtained target curves separate the damaged area of the image into several parts. As soon as each part of the damaged image is restored respectively, the damaged image is inpainted. The efficiency of the proposed method is demonstrated by the simulation results.

Keywords

Curve fitting, Image inpainting, Neural networks, Self-organizing map (SOM)

Discipline

Numerical Analysis and Scientific Computing | Operations Research, Systems Engineering and Industrial Engineering

Research Areas

Intelligent Systems and Optimization

Publication

2010 2nd International Conference on Information Science and Engineering (ICISE): 4-6 December, Hangzhou, China: Proceedings

First Page

1

Last Page

4

ISBN

9781424480968

Identifier

10.1109/ICISE.2010.5690599

Publisher

IEEE

City or Country

Piscataway, NJ

Additional URL

https://doi.org/10.1109/ICISE.2010.5690599

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