Support Vector Machine and Artificial Neural Network for the Classification of Images

Abstract

The CBIR term has been widely used to describe the process of retrieving desired images from a large collection on the basis of features (such as color, texture and shape) that can be extracted from the images themselves. In this paper, an image retrieval system on the basis of classification using Support Vector Machine (SVM), Artificial Neural Network (ANN) which is implemented in MATLAB with the help of Gabor Filtered image features. In this paper, develop a classification system that allows recognizing and retrieving the class of a query image based on its content. Such systems are called Content-Based Image Retrieval (CBIR).