解析的DPマッチングを用いた手書き数字認識

Translated title of the contribution: Handwritten Digit Recognition by Analytical DP Matching

外堀 悟士, 馮 尭楷, 内田 誠一

Research output: Contribution to journalArticle

Abstract

Elastic matching is one of the promising tequniques for handwritten character recognition. In this tequnique, an input pattern is nonlinearly fitted to a refrence pattern while minimizing their distance as possible. Analytical two-dimensional DP Matching is a novel elastic image matching method to reduce the computations drastically. This method employs a parametric representation of local matching evaluation. This parametric representaiton allows to introduce an analytical optimization process into the DP framework and realizes drastic reduction of computations. In this paper, we evaluate the performance of this method in handwritten digit recognition.
Translated title of the contributionHandwritten Digit Recognition by Analytical DP Matching
Original languageJapanese
Pages (from-to)147-152
Number of pages6
JournalIEICE technical report
Volume109
Issue number418
Publication statusPublished - Feb 11 2010

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