Condition number-based smoothins of optical flow fields

Image analysis – Image enhancement or restoration – Image filter

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Details

348169, 348699, G06K 936, G06K 900, G06K 940, H04N 718

Patent

active

054715440

ABSTRACT:
An image processor (10) is provided in which imaging data obtained by an image sensor (12) is processed for purposes of detecting motion. An optical flow field generator (16) processes the image data to provide condition number-based smoothed optical flow vectors, and stores those smoothed vectors in memory (18). The optical flow field stored in memory (18) is accessed and further processed by analyzer (20) for purposes of providing users with information on the motion of objects in the image plane of image sensor (12). Such user information may be displayed on a monitor (22).

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Horn "Robot Vision" pp. 278-298 MIT Press, Cambridge Mass 1986.
Horn et al "Determining Optical Flow" Computer Vision, J. M. Brady ed. North-Holland Pub. 1981.
Markandey et al "Multispectial Constraints for Optical Flow Computation", Proc. 3rd. Intl. Conf. on Comp. Vision. 1990.
Girosi et al. "Constraints for the Computation of Optical Flow", Proc. Workshop on Visual Motion, IEEE 1989.
Schunck "Image Flow: Fundamentals and Algorithms" Motion Understanding-Robot & Human Vision, Ch. 2. Kluwer Pub. 1988.

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