An explicit three-dimensional (3D) representation is constructed from feature points extracted from a sequence of images taken by a moving camera. The points are tracked through the sequence, and their 3D locations are accurately determined by use of Kalman filters. The egomotion of the camera is also determined.
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Harris et al. (1987) studied this question.