e-ISSN : 0975-3397
Print ISSN : 2229-5631
Home | About Us | Contact Us

ARTICLES IN PRESS

Articles in Press

ISSUES

Current Issue
Archives

CALL FOR PAPERS

CFP 2021

TOPICS

IJCSE Topics

EDITORIAL BOARD

Editors

Indexed in

oa
 

ABSTRACT

Title : Wavelet Features Based War Scene Classification using Artificial Neural Networks
Authors : S.Daniel Madan Raja, Dr.A.Shanmugam
Keywords : scene classification; haar and Daubechies wavelet; back propagation; artificial neural networks
Issue Date : December 2010
Abstract :
This paper addresses the problem of war scene classification. Scene classification underlies many problems in visual perception such as object recognition and environment navigation. Scene classification, the classification of images into semantic categories (e.g. opencountry, mountains, highways and streets) is a challenging and important task nowadays. In this paper we are trying to classify the war scene category from the natural scene category. For this purpose two set of image categories were taken i.e., opencountry & war tank. By using Haar and Daubechies(db4) wavelets the features are extracted from the images. The extracted features are trained and tested with the help of feed forward back propagation algorithm using Artificial neural Networks. The complete work is experimented in Matlab 7.6.0 using real world dataset.
Page(s) : 3033-3037
ISSN : 0975–3397
Source : Vol. 2, Issue.9

All Rights Reserved © 2009-2024 Engg Journals Publications
Page copy protected against web site content infringement by CopyscapeCreative Commons License