Search for Articles:

MECS Press Menu

Poonam Sharma

Work place: Dept. of Information Technology,Maharaja Surajmal Institute of Technology, India

E-mail: poonam.paradise@gmail.com

Website:

Research Interests: Image Compression, Image Manipulation, Image Processing

Biography

POONAM SHARMA (1990-),female, pursuing her Bachelor of Information Technology from Maharaja Surajmal Institute of Technology, GGSIPU, New Delhi,, India. Currently, she is doing her major project and this paper is the implementation of her project. Her area of research interest is image processing.

Author Articles
Review and Comparison of Kernel Based Fuzzy Image Segmentation Techniques

By Prabhjot Kaur Pallavi Gupta Poonam Sharma

DOI: https://doi.org/10.5815/ijisa.2012.07.07, Pub. Date: 8 Jun. 2012

This paper presents a detailed study and comparison of some Kernelized Fuzzy C-means Clustering based image segmentation algorithms Four algorithms have been used Fuzzy Clustering, Fuzzy C-Means(FCM) algorithm, Kernel Fuzzy C-Means(KFCM), Intuitionistic Kernelized Fuzzy C-Means(KIFCM), Kernelized Type-II Fuzzy C-Means(KT2FCM).The four algorithms are studied and analyzed both quantitatively and qualitatively. These algorithms are implemented on synthetic images in case of without noise along with Gaussian and salt and pepper noise for better review and comparison. Based on outputs best algorithm is suggested.

[...] Read more.
Other Articles

Subscribe to receive issue release notifications and newsletters from MECS Press journals