Comparative Studies of Line-based Panoramic Camera Calibration

The calibration of a line-based panoramic camera can be split into two independent subtasks: first calibrate the effective focal length and the principal row, and second, calibrate the off-axis distance and the principal angle. The paper provides solutions for three different methods, and compares these methods based on experiments using a superhigh resolution line-based panoramic camera. It turns out that the second subtask is solved best if a straight-segment based approach is used, compared to point-based or correspondence-based calibration methods, all already known for traditional (planar) pinhole cameras, but not yet previously discussed for panoramic cameras.

[1]  Reinhard Klette,et al.  The design of a stereo panorama camera for scenes of dynamic range , 2002, Object recognition supported by user interaction for service robots.

[2]  Jpo Evans,et al.  3D measurement using rotating line-scan sensors , 1998 .

[3]  Reinhard Klette,et al.  Geometrical fundamentals of polycentric panoramas , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

[4]  Hiroshi Ishiguro,et al.  Omni-Directional Stereo , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  Harry Shum,et al.  Rendering with concentric mosaics , 1999, SIGGRAPH.

[6]  Philip E. Gill,et al.  Practical optimization , 1981 .

[7]  Roger Y. Tsai,et al.  A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses , 1987, IEEE J. Robotics Autom..

[8]  O. Faugeras Three-dimensional computer vision: a geometric viewpoint , 1993 .

[9]  Yael Pritch,et al.  Cameras for stereo panoramic imaging , 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

[10]  Richard Szeliski,et al.  Stereo reconstruction from multiperspective panoramas , 2004 .

[11]  David W. Murray Recovering Range Using Virtual Multicamera Stereo , 1995, Comput. Vis. Image Underst..

[12]  Fay Huang Epipolar geometry and camera calibration of cylindrical panoramas , 2002 .