Presentation 2008-12-18
Calibration of radially symmetric distortion by fitting principle curve
Jun FUJIKI, Shotaro AKAHO, Hideitsu HINO, Noboru MURATA,
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Abstract(in English) To calibrate radially symmetric distortion of pinhole camera and/or omnidirectional cameras such as fish-eye lenses, calibration parameters are usually estimated so that lines, which are suppored to be straight in the real-world, are mapped to straight lines in the calibrated image. In this paper, this problem is treated as a fitting problem of principle curves in uncalibrated images in the framework of kernel principle component analysis, and an estimation procedure of calibration parameters is proposed based on Jacobian kernel principle component analysis.
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Keyword(in English) camera calibration / fish-eye lens / omnidirectional camera / kernel principle component analysis / Jacobian kernel / principle curve
Paper # PRMU2008-149
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Committee PRMU
Conference Date 2008/12/11(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) Calibration of radially symmetric distortion by fitting principle curve
Sub Title (in English)
Keyword(1) camera calibration
Keyword(2) fish-eye lens
Keyword(3) omnidirectional camera
Keyword(4) kernel principle component analysis
Keyword(5) Jacobian kernel
Keyword(6) principle curve
1st Author's Name Jun FUJIKI
1st Author's Affiliation National Institute of Advanced Industrial Science and Technology()
2nd Author's Name Shotaro AKAHO
2nd Author's Affiliation National Institute of Advanced Industrial Science and Technology
3rd Author's Name Hideitsu HINO
3rd Author's Affiliation Waseda University
4th Author's Name Noboru MURATA
4th Author's Affiliation Waseda University
Date 2008-12-18
Paper # PRMU2008-149
Volume (vol) vol.108
Number (no) 363
Page pp.pp.-
#Pages 6
Date of Issue