Presentation 2008-02-22
3D reconstruction of straight lines in a road environment using a vehicle camera
Toshihiro ASAI, Yoshiko KOJIMA, Koichiro YAMAGUCHI, Yoshiki NINOMIYA,
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Abstract(in English) This paper describes 3D reconstruction method of straight lines such as poles and buildings in a road environment based on knowledge of common buildings from image sequence captured by a vehicle camera. The 3D positions of the straight lines are estimated based on minimization of reprojection errors of estimated straight lines in the image sequence. In road environment, it is too difficult to enlarge the parallax with a vehicle camera which faces to the front. Accuracy of line positions is improved by using constraint based on the knowledge of common buildings. In experiment on the real environment, 3D positions are estimated from detected edges in the image sequence captured by a vehicle camera by using proposed method. We evaluate the accuracy of estimated lines by comparing the position from reference data from aerial imageries.
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Keyword(in English) 3D structure reconstruction / edge feature / road environment / image sequence analysis
Paper # PRMU2007-231
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Conference Information
Committee PRMU
Conference Date 2008/2/14(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) 3D reconstruction of straight lines in a road environment using a vehicle camera
Sub Title (in English)
Keyword(1) 3D structure reconstruction
Keyword(2) edge feature
Keyword(3) road environment
Keyword(4) image sequence analysis
1st Author's Name Toshihiro ASAI
1st Author's Affiliation Toyota Central R&D Labs., Inc. Vehicle Safety Research Center()
2nd Author's Name Yoshiko KOJIMA
2nd Author's Affiliation Toyota Central R&D Labs., Inc. Vehicle Safety Research Center
3rd Author's Name Koichiro YAMAGUCHI
3rd Author's Affiliation Toyota Central R&D Labs., Inc. Vehicle Safety Research Center
4th Author's Name Yoshiki NINOMIYA
4th Author's Affiliation Toyota Central R&D Labs., Inc. Vehicle Safety Research Center
Date 2008-02-22
Paper # PRMU2007-231
Volume (vol) vol.107
Number (no) 491
Page pp.pp.-
#Pages 5
Date of Issue