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A digital image inpainting method based on multiscale markov random field

Sun, J and Hao, D and Hao, L and Yang, H and Gu, D (2010) A digital image inpainting method based on multiscale markov random field. In: UNSPECIFIED, ? - ?.

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Abstract

A novel approach to image inpainting based on multiscale markov random field is introduced. The novelty lies in the combination of the local information via the inner-scale MRF technique and global information via the inter-scale markovian chain to improve the image inpainting quality. The proposed algorithm consists of three steps. In the first step, the image to be inpainted is decomposed into multiple scales. In the second step, the image at the coarsest scale is inpainted based on the MRF model. Finally, the inpainting result is obtained according to the innerscale and interscale markovian relation from the coarsest resolution to the finest one. The experimental results show that the proposal inpainting algorithm achieves fairly good results. ©2010 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: Published proceedings: 2010 IEEE International Conference on Information and Automation, ICIA 2010
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Clare Chatfield
Date Deposited: 06 Sep 2013 13:10
Last Modified: 23 Jan 2019 00:16
URI: http://repository.essex.ac.uk/id/eprint/4270

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