Research Repository

A multi-scale image inpainting algorithm based on GMRF model

Wang, Rui and Gu, Dongbing and Liu, Guangwen and Sun, Junxi (2009) A multi-scale image inpainting algorithm based on GMRF model. In: 2009 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2009-12-19 - 2009-12-23.

Full text not available from this repository.

Abstract

A novel approach to image inpainting is introduced in this paper. The novelty lies in the combination of the MRF inpainting technique and a multiscale information fusion mechanism. This combination uses both local information via the MRF technique and global information via the multi-scale mechanism 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 levels via a multi-scale decomposition. In the second step, the image of each level is inpainted based on the MRF model. Finally, the multi-scale inpainting results of all levels with different scales are fused. The experimental results show that the proposal inpainting algorithm achieves fairly good results. © 2009 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: Published proceedings: 2009 IEEE International Conference on Robotics and Biomimetics, ROBIO 2009
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health
Faculty of Science and Health > Computer Science and Electronic Engineering, School of
SWORD Depositor: Elements
Depositing User: Elements
Date Deposited: 14 Sep 2013 21:34
Last Modified: 15 Jan 2022 00:44
URI: http://repository.essex.ac.uk/id/eprint/4645

Actions (login required)

View Item View Item