Texture Classification Using Scale Invariant Feature Transform and Bag-of-Words

Abstract

Texture images can be characterized with key features extracted from images. In this way, they can be qualified with distinctive features. In this paper, a feature-based approach is presented for texture classification using Scale Invariant Feature Transf