Machine Learning Methods in Character Recognition
Identifieur interne : 000387 ( Main/Exploration ); précédent : 000386; suivant : 000388Machine Learning Methods in Character Recognition
Auteurs : Lev Itskovich [Russie] ; Sergei Kuznetsov [Russie, États-Unis]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: In this paper we consider applications of well-known numerical classifiers to the problem of character recognition (optical character recognition, OCR). We discuss the requirements which these classifiers should meet to solve this problem. Various modifications of well-known algorithms are proposed. Recognition rates of these classifiers are compared on real character datasets.
Url:
DOI: 10.1007/978-3-642-21881-1_50
Affiliations:
- Russie, États-Unis
- District fédéral central, État de New York
- Ithaca (New York), Moscou
- Université Cornell
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Le document en format XML
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We discuss the requirements which these classifiers should meet to solve this problem. Various modifications of well-known algorithms are proposed. Recognition rates of these classifiers are compared on real character datasets.</div></front></TEI><affiliations><list><country><li>Russie</li><li>États-Unis</li></country><region><li>District fédéral central</li><li>État de New York</li></region><settlement><li>Ithaca (New York)</li><li>Moscou</li></settlement><orgName><li>Université Cornell</li></orgName></list><tree><country name="Russie"><region name="District fédéral central"><name sortKey="Itskovich, Lev" sort="Itskovich, Lev" uniqKey="Itskovich L" first="Lev" last="Itskovich">Lev Itskovich</name></region><name sortKey="Itskovich, Lev" sort="Itskovich, Lev" uniqKey="Itskovich L" first="Lev" last="Itskovich">Lev Itskovich</name><name sortKey="Kuznetsov, Sergei" sort="Kuznetsov, Sergei" uniqKey="Kuznetsov S" first="Sergei" last="Kuznetsov">Sergei Kuznetsov</name><name sortKey="Kuznetsov, Sergei" sort="Kuznetsov, Sergei" uniqKey="Kuznetsov S" first="Sergei" last="Kuznetsov">Sergei Kuznetsov</name></country><country name="États-Unis"><region name="État de New York"><name sortKey="Kuznetsov, Sergei" sort="Kuznetsov, Sergei" uniqKey="Kuznetsov S" first="Sergei" last="Kuznetsov">Sergei Kuznetsov</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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