MR Brain Image Segmentation Based on Self-Organizing Map and Neural Network
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 12
Abstract
Image segmentation is an important process to extract information from complex medical images. Segmentation has wide application in medical field. The main objective of image segmentation is to partition an image into mutually exclusive and exhausted regions such that each region of interest is spatially contiguous and the pixels within the region are homogeneous with respect to a predefined criterion. The main objective of our project is to develop various segmentation algorithms such as Self organizing map and Neural Network to detect the various tissues like white matter, gray matter and cerebral spinal fluid for a given magnetic resonance image data set and also provide satisfactory results compared to other algorithm in terms of misclassification rate, specificity, sensitivity and correlation.
Authors and Affiliations
E. Dilliraj, P. Vadivu , A. Anbarasi
Keywords
Related Articles
- EP ID EP19270
- DOI -
- Views 259
- Downloads 5
slugImpact of Information and Communication Technology in the Development of Network Services
A simple IP Subnet VLAN is implemented. By using implicit tagging, the problem related to packet tagging is removed. The distinction between hybrid port and trunk port is no longer important. Leaky VLAN i...
Design Of Planar Trapezoidal Toothed Log Periodic Antenna Using HFSS
This paper describes the performance of a Log Periodic Antenna that operates over wide band width of frequencies and is a high gain and broad beam width antenna. This antenna is a type of frequency independent antenna a...
An Efficient Video Transmission by Reducing the Packet Loss Using HEVC
to protect real-time video transmission over unreliable networks, packet-level forward error correction (fec) codes are widely studied. When the number of redundancy packets are determined, with fec coding block size th...
Drying of Chili Using Solar Cabinet Dryer & Analysis with Results of Various Parameters
Solar Energy will going to be 5th generation main energy sources with its easy availability and scarcity of nonrenewable energy sources. With increasing demand of energy sources to harness our daily needs and scarcity of...
Web Information Retrieval Using Python and BeautifulSoup
In this paper, we have developed method for retrieving web information using BeautifulSoup and python script. BeautifulSoup is tool for web information retrieval. Most of the web information presents in unstructured for...