期刊名称：International Journal of Computer Science and Information Technologies
电子版ISSN：0975-9646
出版年度：2015
卷号：6
期号：6
页码：5014-5021
出版社：TechScience Publications
摘要：Image segmentation is an important step in image processing. It is a process to divide the original image into sub-images. Segmentation is an emerging process in the field of image processing and computer vision. It involves partitioning an image into a set of disjoint segments to represent image structures. This can be achieved using enhanced region based segmentation on a remotely sensed data. Segmentation algorithms based on regions are more immune to noise. Region based methods partition an image into regions that are similar to a set of predefined criteria. In this paper, region based segmentation is proposed based on enhanced splitting and merging process. The algorithm is experimented for coastal, remote sensing and conventional images. The result shows that, the proposed algorithm is able to segment the images and is evaluated using the parameters homogeneity, contrast, mean, pixel value analysis and correlation.
关键词：Computer-vision; Coastal images; Image;segmentation; Remote sensing; Region based; Satellite image.
