Fixation and a 180-Degree view simplify egomotion estimation

I Thomas, E P Simoncelli and R Bajcsy.

University of Pennsylvania, Technical Report MS-CIS-95-15, Mar 1995.

This paper has been superseded by:
Spherical retinal flow for a fixating observer
I Thomas, E P Simoncelli and R Bajcsy.
Proc. IAPR/IEEE Workshop on Visual Behaviors, pp. 37--41, Jun 1994.


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  • Although moving human observers actively fixate their eyes on points in the world, computer vision algorithms designed for the estimation of structure-from-motion or egomotion typically do not make use of this constraint. The main contribution of this work is to precisely specify the form of the optical flow field for a fixating observer. In particular, we show theoretically that the use of a hemispherical (retinal) imaging surface generates an optical flow field of a particularly simple form. The predictions of this theory are tested using the first actual hemispherical lens-camera system in computer vision, involving a 180 degree field of view lens. A further contribution is the finding that the sign of flow at the retinal periphery can be used to predict collisions.
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