Measurement of Three-Dimensional Environment with a Fish-Eye Camera Based on Structure from Motion - Error Analysis

被引:4
作者
Terabayashi, Kenji [1 ,2 ]
Mitsumoto, Hisanori
Morita, Toru [1 ,3 ]
Aragaki, Yohei [4 ]
Shimomura, Noriko [4 ]
Umeda, Kazunori [1 ,2 ]
机构
[1] Chuo Univ, Fac Sci & Engn, Dept Precis Mech, Bunkyo Ku, 1-13-27 Kasuga, Tokyo 1128551, Japan
[2] Japan Sci & Technol Agcy JST, CREST Program, Kawaguchi, Saitama, Japan
[3] Toyota Motor Co Ltd, Susono, Shizuoka 4101104, Japan
[4] Nissan Motor Co Ltd, Atsugi, Kanagawa 2430123, Japan
关键词
fish-eye; structure from motion; three dimensional; measurement; error analysis;
D O I
10.20965/jrm.2009.p0680
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper proposes a method for measuring 3-dimensional (3D) environment and estimating camera movement with two fish-eye images. This method deals with large distortion of images from a fish-eye camera to calibrate internal and external camera parameters precisely by simultaneous estimation. In this paper, we analyze 3D measurement accuracy based on a theoretical model and evaluate it in practical analysis in experimental and real environments. These analyses show that the theoretical measurement error model works over a wide range of fish-eye views.
引用
收藏
页码:680 / 688
页数:9
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