Natural Image Enhancement Using a Biogeography Based Optimization Enhanced with Blended Migration Operator
Joint Authors
Jasper, J.
Berlin Shiny, S.
Berlin Shaheema, S.
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-17
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper addresses a novel and efficient algorithm for solving optimization problem in image processing applications.
Image enhancement (IE) is one of the complex optimization problems in image processing.
The main goal of this paper is to enhance color images such that the eminence of the image is more suitable than the original image from the perceptual viewpoint of human.
Traditional methods require prior knowledge of the image to be enhanced, whereas the aim of the proposed biogeography based optimization (BBO) enhanced with blended migration operator (BMO) algorithm is to maximize the objective function in order to enhance the image contrast by maximizing the parameters like edge intensity, edge information, and entropy.
Experimental results are compared with the current state-of-the-art approaches and indicate the superiority of the proposed technique in terms of subjective and objective evaluation.
American Psychological Association (APA)
Jasper, J.& Berlin Shaheema, S.& Berlin Shiny, S.. 2014. Natural Image Enhancement Using a Biogeography Based Optimization Enhanced with Blended Migration Operator. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-455926
Modern Language Association (MLA)
Jasper, J.…[et al.]. Natural Image Enhancement Using a Biogeography Based Optimization Enhanced with Blended Migration Operator. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-455926
American Medical Association (AMA)
Jasper, J.& Berlin Shaheema, S.& Berlin Shiny, S.. Natural Image Enhancement Using a Biogeography Based Optimization Enhanced with Blended Migration Operator. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-455926
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-455926