SSP'05 -- Proceedings

	IEEE/SP 13th workshop on Statistical Signal Processing July, 17-20, 2005 - Bordeaux - France

Information regarding the paper

Title

Classification of Images Using Spatial Random Trees

Author(s)

Wiley Wang	Purdue University
Ilya Pollak	Purdue University
Charles Bouman	Purdue University
Mary Harper	Purdue University

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Abstract

We construct a novel stochastic image grammar model and develop a fast algorithm for the associated MAP estimation problem. We show the close relationship of this algorithm with best basis search algorithms. We illustrate our model by using it to classify natural images and images of Brodatz textures.