Presentation 2008-02-22
Two-dimensional shape normalization with general quadrangular frame : Correction of Inclination in handwritten character recognition
Michitaka SUZUKI, Hideto WATANABE, Akiyoshi ITOH,
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Abstract(in English) The stroke density used in the nonlinear shape normalization in character recognition depends on the setting of the segmentation frame. The circumscribing rectangle is generally used for the segmentation frame, but it does not necessarily bring the best recognition accuracy. We propose one way of setting a better segmentation frame, and show that it improves the recognition accuracy in recognition experiments on the data set of gray-scale character images, ETL9G, obtaining a recognition rate of 99.554% excluding 708 inappropriate samples.
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Keyword(in English) Character recognition / Two-dimensional non-linear shape normalization / inclination correction / ETL9G
Paper # PRMU2007-234
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Committee PRMU
Conference Date 2008/2/14(1days)
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Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Two-dimensional shape normalization with general quadrangular frame : Correction of Inclination in handwritten character recognition
Sub Title (in English)
Keyword(1) Character recognition
Keyword(2) Two-dimensional non-linear shape normalization
Keyword(3) inclination correction
Keyword(4) ETL9G
1st Author's Name Michitaka SUZUKI
1st Author's Affiliation Graduate School of Science and Technology, Nihon University()
2nd Author's Name Hideto WATANABE
2nd Author's Affiliation Graduate School of Science and Technology, Nihon University
3rd Author's Name Akiyoshi ITOH
3rd Author's Affiliation Department of Electronics and Computer Science, College of Science and Technology, Nihon University
Date 2008-02-22
Paper # PRMU2007-234
Volume (vol) vol.107
Number (no) 491
Page pp.pp.-
#Pages 4
Date of Issue