If you are experiencing problems downloading PDF or HTML fulltext, our helpdesk recommend clearing your browser cache and trying again. If you need help in clearing your cache, please click here . Still need help? Email help@ingentaconnect.com

Image Segmentation Using Artificial Bee Colony and Fast Fuzzy C-Means Algorithms

$113.00 plus tax (Refund Policy)

Buy Article:

Abstract:

Fuzzy c-means (FCM) has found a variety of applications in image segmentation. Unfortunately, traditional FCM algorithms tend to be relatively high cost. In this letter, we present a novel image segmentation approach based on Fast Fuzzy c-means (FFCM) and artificial bee colony algorithm (ABC). The proposed approach yields superior subjectivity and objective evaluation with traditional fast FCM algorithm (T-FFCM), fast FCM based on genetic algorithm (GA-FFCM), and fast FCM based on particle swarm optimization (PSO-FFCM) as verified by experimental results.

Keywords: ARTIFICIAL BEE COLONY ALGORITHM; FAST FCM; IMAGE SEGMENTATION

Document Type: Research Article

DOI: http://dx.doi.org/10.1166/asl.2012.2294

Publication date: March 1, 2012

More about this publication?
  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
  • Editorial Board
  • Information for Authors
  • Subscribe to this Title
  • ingentaconnect is not responsible for the content or availability of external websites

Tools

Favourites

Share Content

Access Key

Free Content
Free content
New Content
New content
Open Access Content
Open access content
Subscribed Content
Subscribed content
Free Trial Content
Free trial content
Cookie Policy
X
Cookie Policy
ingentaconnect website makes use of cookies so as to keep track of data that you have filled in. I am Happy with this Find out more