A Fourier Approach to Camera Orientation
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Recovering camera orientation with respect to a known coordinate system is of great significance to photogrammetry and binocular stereo. In binocular stereo, the relative orientation between a camera pair may be obtained from the orientation of each camera with respect to a common frame. In this paper a Fourier technique is presented to determine the orientation of a camera with respect to a calibration object. This technique is limited to orthographic projection, but has two major strengths of; being very accurate, and the camera orientation being entirely decoupled from translation.
[1] 1197A. Bani-Hashemi, "Finding the aspect-ratio of an imaging system," inComputer Vision and Pattern Recognition. New York: IEEE Computer Society, 1991, pp. 122-126.
[2] B. Caprile and V. Torre, "Using vanishing points for TV camera calibration," to be published inInt. J. Comput. Vision, 1990.
[3] R. Horaud, B. Conio, O. Leboulleux, and B. Lacolle, "An analytic solution for the perspective 4-point problem," inProc. Conf. Computer Vision and Pattern Recognition, San Diego, CA, June 1989, pp. 500-507.
[4] S. Ganapathy, "Decomposition of transformation matrices for robot vision," inProc. Int. Conf. Robotics Automat., 1984.
[5] B. K. P. Horn, "Closed-form solution of absolute orientation using unit quaternions,"J. Opt. Soc. Amer., vol. 4, p. 629, Apr. 1987.
[6] B. K. P. Horn, "Relative orientation,"Int. J. Computer Vision, vol. 4, no. 1, pp. 59-78, 1990.
[7] B. K. P. Horn, "Relative orientation revisited,"J. Opt. Soc. Amer., vol. 8, no. 10, pp. 1630-1638, 1991.
[8] M. D. Shuster, "Approximate algorithms for fast optimal attitude computation,"AIAA, pp. 88-95, 1978.
[9] R. Lenz and R. Y. Tsai, "Techniques for calibration of the scale factor and image center for high accuracy 3-D machine vision metrology,"IEEE Trans. Pattern Anal. Machine Intell., vol. 10, no. 5, pp. 713-720, Sept. 1988.
[10] R. Y. Tsai, "A versatile camera calibration technique for high accuracy 3-D machine vision metrology using off-the-shelf tv cameras and lenses," Tech. Rep. RC11413, IBM Res., 1985.
[11] R. Y. Tsai and R. Lenz, "A new technique for fully autonomous and efficient 3-D robotics hand/eye calibration," in4th Int. Symp. Robotics Res., Santa Cruz, CA, 1987, pp. 345-358.
Index Terms:
Fourier approach; camera orientation; photogrammetry; binocular stereo; orthographic projection; Fourier transform optics; image processing; photogrammetry
Citation:
A. Bani-Hashemi, "A Fourier Approach to Camera Orientation," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 11, pp. 1197-1202, Nov. 1993, doi:10.1109/34.244681