e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Dec 2020 - Volume 11, Issue 6
Deadline: 15 Nov 2020
Publication: 20 Dec 2020

Feb 2021 - Volume 12, Issue 1
Deadline: 15 Jan 2021
Publication: 20 Feb 2021

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ABSTRACT

Title : Cumulative Histogram based Dynamic Particle Swarm Optimization Algorithm for Image Segmentation
Authors : Roopa Kumari, Neena Gupta, Narender Kumar
Keywords : Image Segmentation; Cumulative Histogram; Approximate Solutions; Multilevel Thresholding; Particle Swarm Optimization.
Issue Date : Sep-Oct 2020
Abstract :
Image Segmentation is an essential part of image processing to recognize an image. It is the process to find the subsets of an image on the basis of its characteristics such that values or/and position of pixels. The computational complexity of these type of problems are considered as an NP-complete problem, it is a very hard task to find the solution to such types of problems. A heuristic algorithm like GA, ACO and PSO can be used to find the solution of such type of problems. In the proposed approach the Dynamic Particle Swarm Optimization (DPSO) was used to find the approximate solutions for Image segmentation. Cumulative Histogram will be used to find initial random populations of the Swarm. The result found from this algorithm is tested at different levels of measurement and compare with existing PSO algorithm
Page(s) : 557-567
ISSN : 0976-5166
Source : Vol. 11, No.5
PDF : Download
DOI : 10.21817/indjcse/2020/v11i5/201105183