Markov Random Fields for Textures Recognition with Local Invariant Regions and their Geometric Relationships

Abstract

This paper describes a new probabilistic framework for recognizing textures in images. Images are described by local affine-invariant descriptors and their spatial relationships. We introduce a statistical parametric models of the dependence between descriptors. We use Hidden Markov Models (HMM) and estimate the parameters with a recent technique based on… (More)
DOI: 10.5244/C.19.72

Topics

4 Figures and Tables

Cite this paper

@inproceedings{Blanchet2005MarkovRF, title={Markov Random Fields for Textures Recognition with Local Invariant Regions and their Geometric Relationships}, author={Juliette Blanchet and Florence Forbes and Cordelia Schmid}, booktitle={BMVC}, year={2005} }