A direct method to self-calibrate a surveillance camera by observing a walking pedestrian
- Publication Type:
- Conference Proceeding
- DICTA 2009 - Digital Image Computing: Techniques and Applications, 2009, pp. 250 - 255
- Issue Date:
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Recent efforts show that it is possible to calibrate a surveillance camera simply from observing a walking human. This procedure can be seen as a special application of the camera self-calibration technique. Several methods have been proposed along this line, but most of them have certain restrictions, such as require the human walking at a constant speed, or require two orthogonal lines marked on the ground, etc. This has hindered their applicability. In this paper we propose a new method that removes most of these restrictions. By clever uses of the cross-ratio relationship in projective geometry, our method shows it is possible to directly estimate a full 3 x 4 camera projection matrix without first decomposing it into physical parameters like focal-length, optical center, etc. Extensive experiments on real data show our algorithm performs well in real situations. © 2009 IEEE.
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