Presentation 2000/2/21
Experimental Study on Handwritten Character Recognition Using Piecewise Linear Two-Dimensional Warping
Seiichi UCHIDA, Mohammad Asad RONEE, Toshiyuki ISHIDA, Hiroaki SAKOE,
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Abstract(in English) In this paper, a character recognition experiment using piecewise linear two-dimensional warping, a dynamic programming-based elastic image matching technique, is reported. The present technique requires far less computations than the previous methods, such as monotonic and continuous two-dimensional warping, since line segment is used instead of pixel as the unit of mapping. This consideration does not decrease the recognition accuracy, as shown by the experimental result. Additional results also show the superiority of the present technique over template matching and two-dimensional warping techniques based on combinations of orthogonal one-dimensional warpings.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) off-Iine handwritten character recognition / elastic matching / two-dimensional warping / dynamic programming
Paper # PRMU99-228
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Conference Information
Committee PRMU
Conference Date 2000/2/21(1days)
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Paper Information
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) Experimental Study on Handwritten Character Recognition Using Piecewise Linear Two-Dimensional Warping
Sub Title (in English)
Keyword(1) off-Iine handwritten character recognition
Keyword(2) elastic matching
Keyword(3) two-dimensional warping
Keyword(4) dynamic programming
1st Author's Name Seiichi UCHIDA
1st Author's Affiliation Gradnate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name Mohammad Asad RONEE
2nd Author's Affiliation Gradnate School of Information Science and Electrical Engineering, Kyushu University
3rd Author's Name Toshiyuki ISHIDA
3rd Author's Affiliation Gradnate School of Information Science and Electrical Engineering, Kyushu University
4th Author's Name Hiroaki SAKOE
4th Author's Affiliation Gradnate School of Information Science and Electrical Engineering, Kyushu University
Date 2000/2/21
Paper # PRMU99-228
Volume (vol) vol.99
Number (no) 648
Page pp.pp.-
#Pages 8
Date of Issue