DocumentCode
1733628
Title
Edge preserving image enhancement via harmony search algorithm
Author
Alkareem, Y. A. Zaid Abdi ; Venkat, Ibrahim ; Al-Betar, Mohammed Azmi ; Khader, Ahamad Tajudin
Author_Institution
Sch. of Comput. Sci., Univ. Sains Malaysia, Minden, Malaysia
fYear
2012
Firstpage
47
Lastpage
52
Abstract
Population based metaheuristic algorithms have been providing efficient solutions to the problems posed by various domains including image processing. In this contribution we address the problem of image enhancement with a specific focus on preserving the edges inherent in images with the aid of a musically inspired harmony search based metaheuristic algorithm. We demonstrate the significance of our proposed intuitive approach which combines efficient techniques from the image processing domain as well as from the optimization domain. Pertaining to the problem under consideration, further we compare our results with the state-of-the-art histogram equalization approach.
Keywords
image enhancement; optimisation; search problems; edge preserving image enhancement; image processing; intuitive approach; musically inspired harmony search based metaheuristic algorithm; optimization domain; population based metaheuristic algorithms; state-of-the-art histogram equalization approach; Algorithm design and analysis; Histograms; Image edge detection; Image enhancement; Music; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining and Optimization (DMO), 2012 4th Conference on
Conference_Location
Langkawi
Print_ISBN
978-1-4673-2717-6
Type
conf
DOI
10.1109/DMO.2012.6329797
Filename
6329797
Link To Document