Image registration in high-dimensional feature space

Huzefa F. Neemuchwala; Alfred O. Hero

doi:10.1117/12.597635

11 March 2005 Image registration in high-dimensional feature space

Proceedings Volume 5674, Computational Imaging III; (2005) https://doi.org/10.1117/12.597635
Event: Electronic Imaging 2005, 2005, San Jose, California, United States

Abstract

We will present a new approach for pattern matching which is applicable to very high dimensional features. This approach is based on maximizing a novel non-linear measure of "mutual information" which is constructed from the k nearest neighbor graph through the feature vector set.

Citation Download Citation

Huzefa F. Neemuchwala and Alfred O. Hero "Image registration in high-dimensional feature space", Proc. SPIE 5674, Computational Imaging III, (11 March 2005); https://doi.org/10.1117/12.597635

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