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A Novel Bandelet-Based Image Inpainting

Authors :
Kuo-Ming Hung
Ching-Tang Hsieh
Yen-Liang Chen
Source :
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. :2471-2478
Publication Year :
2009
Publisher :
Institute of Electronics, Information and Communications Engineers (IEICE), 2009.

Abstract

This paper proposes a novel image inpainting method based on bandelet transform. This technique is based on a multi-resolution layer to perform image restoration, and mainly utilizes the geometrical flow of the neighboring texture of the damaged regions as the basis of restoration. By performing the warp transform with geometrical flows, it transforms the textural variation into the nearing domain axis utilizing the bandelet decomposition method to decompose the non-relative textures into different bands, and then combines them with the affine search method to perform image restoration. The experimental results show that the proposed method can simplify the complexity of the repair decision method and improve the quality of HVS, and thus, repaired results to contain the image of contour of high change, and in addition, offer a texture image of high-frequency variation. These repair results can lead to state-of-the-art results.

Details

ISSN :
17451337 and 09168508
Database :
OpenAIRE
Journal :
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Accession number :
edsair.doi...........ff207f758d1069ff6b96f15676ba6634
Full Text :
https://doi.org/10.1587/transfun.e92.a.2471