A Exploratory Review on Soft Computing SegmentationTechniques
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 4
Abstract
Abstract: Segmentation is a process to divides the images into its regions or objects that have similar featuresor characteristics. Segmentation has no single standard procedure and it is very difficult in non-trivial images.The extent, to which segmentation is carried out, depends on the problem specification. Segmentationalgorithms are based on two properties of intensity values- discontinuity and similarity. First property is topartition an image based on the abrupt changes in the intensity and the second is to partition the image intoregions that are similar according to a set of predefined criteria. In this paper some methods to detect thediscontinuity and similarity of digital images will be discussed. The basic techniques for detecting the gray leveldiscontinuities in a digital images and locating the objects and boundaries of images ( points, lines and edges)have also been discussed. The other segmentation techniques like histogram thresholding, filtration, watershed,edge detection, region growing, region splitting and merging are based on the f
Authors and Affiliations
Chandanpreet Kaur , Dr. Bikrampal Kaur
Keywords
Related Articles
- EP ID EP148316
- DOI -
- Views 96
- Downloads 0
An Overview of Localization for Wireless Sensor Networks
Abstract: Localization is an important issue for location-dependent applications of wireless sensor networks. In Sensor networks, data collected by sensor nodes need to be tagged with time and location information. Local...
Intelligent Phishing Website Detection and Prevention System by Using Link Guard Algorithm
Phishing is a new type of network attack where the attacker creates a replica of an existing Web page to fool users (e.g., by using specially designed e-mails or instant messages) into submitting personal, financ...
A Comparative Study of Contrast Enhancement using Image Fusion
Abstract: Image enhancement is used to improve the visual quality of an image. In this paper a different approach on image fusion has been described for image enhancement. The two main algorithms involved in this...
The Effects of Gender on the Economic Status and Social Interaction of Hiv/Aids Infected Youth in Kamptembwo Location, Nakuru County
Abstract: Human immunodeficiency virus (HIV) is a virus that damages cells of the body’s immune system. Acquired immunodeficiency syndrome is a collection of symptoms and infections resulting from damages causedby HIV in...
Captcha Recognition and Robustness Measurement using Image Processing Techniques
The advances in web-based technology have revolutionized the way people communicate and share information, necessitating firm security measures. Network security prevents and monitors unauthorized access, m...