Each triplet of images below represents source image, ground truth of segmentation and segmentation done by genetic algorithm. As we could expect the results have not reached high. Correct ...

More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics. The Genetic Algorithm (GA) is a ...

Abstract: Genetic ... image segmentation techniques to provide an efficient segmentation and edges detection for selected natural images. The developed experimental results are compared with the ...

MATLAB can perform image segmentation using different methods, such as thresholding, edge detection, region growing, watershed, clustering, and graph-based algorithms. MATLAB also allows you to ...

Using the traditional image segmentation method, the segmentation results are very poor. By adopting the maximum entropy and genetic algorithm, the maximum entropy function was used as the fitness ...

Abstract: The paper describes a new algorithm for image segmentation. It is based on a genetic approach that allow us to consider the segmentation problem as a global optimization problem (GOP). For ...