Presentation 2002/3/7
Character Recognition in Scene Images by Controlling Focal Length
Takahiko SHIMMURA, Yoshinao SHIRAKI, Naoki MUKAWA, Minako SAWAKI, Norihiro HAGITA,
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Abstract(in English) This paper proposes a method that estimates the optimum focal length for character recognition even in dim light conditions. Insufficient illumination makes it difficult to determine the correct focal length and decreases the recognition rate. To overcome this problem, we determine the optimum focal length for the assumed character size from several recognition experiments for different levels of illumination. Recognition accuracy is further improved by adopting zoom control. Tests involving multiple fonts show that our method increases the recognition rates over a wide range of camera-object distances and illumination levels.
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Keyword(in English) scene images / character recognition / digital still camera / focal length / zooming
Paper # TL2001-59
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Committee TL
Conference Date 2002/3/7(1days)
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Paper Information
Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Character Recognition in Scene Images by Controlling Focal Length
Sub Title (in English)
Keyword(1) scene images
Keyword(2) character recognition
Keyword(3) digital still camera
Keyword(4) focal length
Keyword(5) zooming
1st Author's Name Takahiko SHIMMURA
1st Author's Affiliation NTT Communication Science Laboratories, NTT Corporation()
2nd Author's Name Yoshinao SHIRAKI
2nd Author's Affiliation NTT Communication Science Laboratories, NTT Corporation
3rd Author's Name Naoki MUKAWA
3rd Author's Affiliation NTT Communication Science Laboratories, NTT Corporation
4th Author's Name Minako SAWAKI
4th Author's Affiliation NTT Communication Science Laboratories, NTT Corporation
5th Author's Name Norihiro HAGITA
5th Author's Affiliation ATR MEDIA INFORMATION SCIENCE LABORATORIES
Date 2002/3/7
Paper # TL2001-59
Volume (vol) vol.101
Number (no) 710
Page pp.pp.-
#Pages 8
Date of Issue