A NOVEL REGION BASED IMAGE FUSION METHOD USING DWT AND REGION CONSISTENCY RULE

Tanish Zaveri; Mukesh Zaveri

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Paper

A NOVEL REGION BASED IMAGE FUSION METHOD USING DWT AND REGION CONSISTENCY RULE

Topics: Image Processing

In Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICNC, 339-346, 2009 , Funchal - Madeira, Portugal

Authors: Tanish Zaveri ¹ and Mukesh Zaveri ²

Affiliations: ¹ Nirma University, India ; ² Sardar Vallabhbhai National Institute of Technology, India

Keyword(s): Normalized cut, Discrete wavelet transform, Region consistency.

Related Ontology Subjects/Areas/Topics: Image Processing ; Informatics in Control, Automation and Robotics ; Robotics and Automation

Abstract: This paper proposes a novel region based image fusion scheme using discrete wavelet transform and region consistency rule. In the recent literature, region based image fusion methods show better performance than pixel based image fusion methods. The graph based normalized cutset algorithm is used for image segmentation. The region consistency rule is used to select the regions from discrete wavelet transform decomposed source images. The new MMS fusion rule is also proposed to fuse multimodality images. Proposed method is applied on large number of registered images of various categories of multifocus and multimodality images and results are compared using standard reference based and nonreference based image fusion parameters. It has been observed that simulation results of our proposed algorithm are consistent and more information is preserved compared to earlier reported pixel based and region based methods.

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Paper citation in several formats:

Zaveri, T. and Zaveri, M. (2009). A NOVEL REGION BASED IMAGE FUSION METHOD USING DWT AND REGION CONSISTENCY RULE. In Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICNC; ISBN 978-989-674-014-6; ISSN 2184-3236, SciTePress, pages 339-346. DOI: 10.5220/0002283203390346

@conference{icnc09,
author={Tanish Zaveri. and Mukesh Zaveri.},
title={A NOVEL REGION BASED IMAGE FUSION METHOD USING DWT AND REGION CONSISTENCY RULE},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICNC},
year={2009},
pages={339-346},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002283203390346},
isbn={978-989-674-014-6},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICNC
TI - A NOVEL REGION BASED IMAGE FUSION METHOD USING DWT AND REGION CONSISTENCY RULE
SN - 978-989-674-014-6
IS - 2184-3236
AU - Zaveri, T.
AU - Zaveri, M.
PY - 2009
SP - 339
EP - 346
DO - 10.5220/0002283203390346
PB - SciTePress