Presentation 2005-03-18
Video Mosaicing for Camera-Based Text Recognition
Hiromitsu MIYAZAKI, Seiichi UCHIDA, Hiroaki SAKOE,
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Abstract(in English) In this paper, a mosaicing-by-recognition technique is proposed, where video mosaicing and text recognition are simultaneously and collaboratively optimized in a one-step manner. Specifically, multiple frames where a long text line is captured while moving a camera are optimally matched and concatenated with a guide of the text recognition framework. The optimization is performed by a DP-based algorithm and can compensates rotation, scaling, and speed fluctuation which appear in texts captured by hand-held cameras. The results of an experiment to evaluate not only the accuracy of mosaicing but also that of text recogntion indicates that the proposed technique is very practical and can provide reasonable results in most cases.
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Keyword(in English) text recognition / character recognition / video mosaicing / distortion
Paper # TL2004-80,PRMU2004-248
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Conference Information
Committee PRMU
Conference Date 2005/3/11(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) Video Mosaicing for Camera-Based Text Recognition
Sub Title (in English)
Keyword(1) text recognition
Keyword(2) character recognition
Keyword(3) video mosaicing
Keyword(4) distortion
1st Author's Name Hiromitsu MIYAZAKI
1st Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name Seiichi UCHIDA
2nd Author's Affiliation Faculty of Information Science and Electrical Engineering, Kyushu University
3rd Author's Name Hiroaki SAKOE
3rd Author's Affiliation Faculty of Information Science and Electrical Engineering, Kyushu University
Date 2005-03-18
Paper # TL2004-80,PRMU2004-248
Volume (vol) vol.104
Number (no) 742
Page pp.pp.-
#Pages 6
Date of Issue