PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Ordered vector set for binary image description and an application to handwritten character recognition set
Juan R. Rico and José Iñesta
In: Proc. of (2005) Paraninfo , Granada, Spain , pp. 107-112. ISBN 84 9732 445 5

Abstract

In this paper a new algorithm to describe a binary image as a ordered vector set is presented. We define an extension of a string edit distance to compute this ordered set edit distance used in nearest neighbor classification task. Finally, the advantages of this method applied to isolated handwritten characters classification are shown, compared to similar methods based on string or tree representations of the binary image.

EPrint Type:Book Section
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:1548
Deposited By:José Iñesta
Deposited On:28 November 2005