Image segmentation plays a vital role in various areas of the computer industry. It is having a unique notion in the image processing and morphing techniques. This paper gives an overview and comparison on the methods used in the image segmentation along with its applications. It also provides the usage of methods and the role of image segmentation in the research fields of computer vision. © 2016, International Journal of Pharmacy and Technology. All rights reserved.