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Authors: Veysel Aslantas and Ahmet Nusret Toprak

Affiliation: Erciyes University, Turkey

ISBN: 978-989-758-039-0

Keyword(s): Multi-focus Image Fusion, Point Spread Function, Differential Evolution Algorithm.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Optimization Algorithms ; Optimization Problems in Signal Processing ; Sensors Fusion ; Signal Processing, Sensors, Systems Modeling and Control ; Soft Computing

Abstract: In applications of imaging system one of the major problems is the limited depth of field which disallow to obtain all-in-focus image. However, microscopic and photographic applications desire to have all-in-focus images. One of the most popular ways to obtain all-in-focus images is the multi focus image fusion. In this paper a novel spatial domain multi focus image fusion method is presented. The method, firstly, calculates point spread functions of the source images by using a technique based on differential evolution algorithm. Then the fused image is constructed by using these point spread functions. Furthermore, the proposed method and other well-known methods are compared in terms of quantitative and visual evaluation.

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Paper citation in several formats:
Aslantas, V. and Nusret Toprak, A. (2014). Multi Focus Image Fusion by Differential Evolution Algorithm.In Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-039-0, pages 312-317. DOI: 10.5220/0005061103120317

@conference{icinco14,
author={Veysel Aslantas. and Ahmet Nusret Toprak.},
title={Multi Focus Image Fusion by Differential Evolution Algorithm},
booktitle={Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2014},
pages={312-317},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005061103120317},
isbn={978-989-758-039-0},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Multi Focus Image Fusion by Differential Evolution Algorithm
SN - 978-989-758-039-0
AU - Aslantas, V.
AU - Nusret Toprak, A.
PY - 2014
SP - 312
EP - 317
DO - 10.5220/0005061103120317

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