Hausdorff Metric Based Vector Quantization of Binary Images


In this paper we present a vector quantization method to obtain perceptually meaningful descriptors from binary images for use in pattern recognition tasks. We introduce a distance measure and an averaging method based on the Hausdorff distance metric. Additionally we compare the proposed methods to existing Hard and Soft Centroid methods of vector… (More)


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@inproceedings{Ma2003HausdorffMB, title={Hausdorff Metric Based Vector Quantization of Binary Images}, author={Aiyesha Ma and Rishi Mukhopadhyay and Ishwar K. Sethi}, booktitle={IKE}, year={2003} }