Year: 2025
Type: article
Abstract: Image segmentation is treated as the fundamental problem in image processing.Its execution has a notable impact on further analysis.However, there exist many algorithms and approaches for image segmentation.Evolutionary Computation Algorithms have been given considerable attention in the area of image segmentation due to their capability in providing optimal solutions for many practical applications.Meanwhile, Clustering is also one of the commonly used image segmentation techniques.There are rarely any exhaustive surveys on Evolutionary Computation and Clustering Algorithms based on image segmentation methods, which can entitle the researchers to obtain a quick perception of these areas and compare the existing methods.Therefore, this survey briefly discusses some of the works done by the researchers using Evolutionary Computation and Clustering Algorithms.This survey leads to the conclusion that the field of Evolutionary Computation is growing fast.The continuous advancement of Evolutionary Computation will surely help to resolve many complex image segmentation tasks in the future.
Institution: Bharathidasan University
Language: English
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4409840816