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An Interactive Image Inpainting Method Based on RBF Networks.

Authors :
Wang, Jun
Yi, Zhang
Zurada, Jacek M.
Lu, Bao-Liang
Yin, Hujun
Wen, Peizhi
Wu, Xiaojun
Wu, Chengke
Source :
Advances in Neural Networks - ISNN 2006 (9783540344377); 2006, p629-637, 9p
Publication Year :
2006

Abstract

A simple and efficient inpaiting algorithm is proposed based on radial basis function network in this paper. Using the user defined areas, a neighborhood narrow band of the needing fixed pixels are computed by an erosion operator of mathematical morphology technique. Then the weights of RBF network are estimated and a continuous function is constructed, from which the needy inpainted pixels can be filled in. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540344377
Database :
Supplemental Index
Journal :
Advances in Neural Networks - ISNN 2006 (9783540344377)
Publication Type :
Book
Accession number :
32862256
Full Text :
https://doi.org/10.1007/11760023_93