Objectives Of Image Segmentation
Segmentation is the process of analyzing the image and objects of the image. It is used to segment the contents inside the image into various segments having common characteristics such as intensity, color, texture etc [1]. Image segmentation is the one of the most important criteria in computer vision to analyze the image. It refers to the process of partitioning a digital image into multiple segments like set of pixels and the pixels in a region are similar according to some homogeneity criteria such as color, intensity or texture. So, these similarities are used to locate, identify the objects and boundaries in an image [2]. It is also defined as a process of partitioning an image into homogeneous groups. Each region is homogeneous according to similar characteristics [3]. The image segmentation is a set of segments that covers the entire …show more content…
Every pixel in the image have a region that is similar with respect to some characteristic or computed properties such as color, shape and texture [1-9].
The objective of image segmentation is to extract information that is represented in the form of data from image via image segmentation, feature measurement and object representation. The aim of image segmentation is depends on the accuracy of feature extraction. Image segmentation is also the part of computer aided system. It is used to subdivide an image into its constituent parts and extracts those parts of interest or objects. Automatic image segmentation is also done in the most critical task so that the segmentation result affects all the subsequent processes of image analysis. The critical step of image analysis is occupying the middle layer of
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