International Journal of Computer Applications |
Foundation of Computer Science (FCS), NY, USA |
Volume 41 - Number 16 |
Year of Publication: 2012 |
Authors: Deepika Gupta, Ajay Kumar Singh, Deepa Kumari, Raina |
10.5120/5629-7977 |
Deepika Gupta, Ajay Kumar Singh, Deepa Kumari, Raina . Hybrid Feature based Natural Scene Classification using Neural Network. International Journal of Computer Applications. 41, 16 ( March 2012), 48-52. DOI=10.5120/5629-7977
In this paper a classification for natural images is proposed using hybrid features. The objective of this paper is to develop an image content based classifier, which can perform identity check of a natural image. Here we have extracted wavelet and color features from a captured natural image to classify out of three groups. The developed technique is able to classify translation and rotation invariant matching among natural images using feed forward back propagation neural network. The database contains several hundreds of natural images of three groups namely coast, Forest, Mountain for classification and found good classification rate.