An Image Segmentation using Normalised Cuts in Multistage Approach

Mei, Yeen Choong and Wei, Yeang Kow and Wei, Leong and Liau, Chung Fan and Tze, Kenneth Kin Teo (2012) An Image Segmentation using Normalised Cuts in Multistage Approach. International Journal of Simulation Systems, Science & Technology, 13 (3B). pp. 10-16. ISSN 1473-8031

[img]
Preview
Text
An_Image_Segmentation_using_.pdf

Download (42kB) | Preview

Abstract

Normalised cuts algorithm is complex for image segmentation but it produces good segmentation result. At present, digital camera can produce high detail image. To avoid underutilising the high detail image, resizing image into smaller resolution is discouraged. This creates a constraint in resizing image to smaller resolution while preserving the important detail in the image. An image segmentation method using normalised cuts done in two-stage manner is proposed here to solve the issue of the image resolution is excessively reduced prior to image segmentation. In this work, an image is first separated into several regions(named as image cells). The locally produced segments from each of the image cells are then undergone for second stage segmentation to look for possibility of merging them up. This paper includes the experimental results using the mentioned approach and the experiment shows that it is capable to produce meaningful segments.

Item Type: Article
Uncontrolled Keywords: image segmentation, normalised cuts, clustering
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: SCHOOL > School of Engineering and Information Technology
Depositing User: MDM SITI AZIZAH IDRIS
Date Deposited: 12 Sep 2013 05:35
Last Modified: 11 Oct 2017 06:38
URI: http://eprints.ums.edu.my/id/eprint/6956

Actions (login required)

View Item View Item

Browse Repository
Collection
   Articles
   Book
   Speeches
   Thesis
   UMS News
Search
Quick Search

   Latest Repository

Link to other Malaysia University Institutional Repository

Malaysia University Institutional Repository