Fish-eye-stereo calibration and epipolar rectification

被引:101
作者
Abraham, S
Förstner, W
机构
[1] Robert Bosch GmbH, CR AEM, D-31132 Hildesheim, Germany
[2] Univ Bonn, Inst Photogrammetrie, D-53115 Bonn, Germany
关键词
fish-eye camera calibration; fish-eye stereo; epipolar rectification;
D O I
10.1016/j.isprsjprs.2005.03.001
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
The paper describes calibration and epipolar rectification for stereo with fish-eye optics. While stereo processing of classical cameras is state of the art for many applications, stereo with fish-eye cameras have been much less discussed in literature. This paper discusses the geometric calibration and the epipolar rectification as pre-requisite for stereo processing with fish-eyes. First, it surveys mathematical models to describe the projection. Then the paper presents a method of generating epipolar images which are suitable for stereo-processing with a field of view larger than 180 degrees in vertical and horizontal viewing directions. One example with 3D-point measuring from real fish-eye images demonstrates the feasibility of the calibration and rectification procedure. (C) 2005 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:278 / 288
页数:11
相关论文
共 13 条
[1]  
Bakstein H, 2002, THIRD WORKSHOP ON OMNIDIRECTIONAL VISION, PROCEEDINGS, P60, DOI 10.1109/OMNVIS.2002.1044492
[2]  
BENOSMAN R, 2002, 3 WORKSH OMN VIS HEL
[3]  
Fleck Margaret M., 1995, 9501 TR U IOW DEP CO
[4]  
Fraser CS, 2001, SPRINGER SERIES INFO, V34, P95
[5]   A compact algorithm for rectification of stereo pairs [J].
Fusiello, A ;
Trucco, E ;
Verri, A .
MACHINE VISION AND APPLICATIONS, 2000, 12 (01) :16-22
[6]   OMNIDIRECTIONAL STEREO [J].
ISHIGURO, H ;
YAMAMOTO, M ;
TSUJI, S .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :257-262
[7]  
Pollefeys M., 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision, P496, DOI 10.1109/ICCV.1999.791262
[8]  
Ray F. S., 1994, APPL PHOTOGRAPHIC OP
[9]   Cylindrical rectification to minimize epipolar distortion [J].
Roy, S ;
Meunier, J ;
Cox, IJ .
1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, :393-399
[10]  
SHAH S, 1996, PATTERN RECOGN, V29, P1