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Centering behavior with a mobile robot using monocular foveated vision

โœ Scribed by Marc Ebner; Andreas Zell


Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
504 KB
Volume
32
Category
Article
ISSN
0921-8890

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โœฆ Synopsis


A system for corridor following based on properties of the human visual system is presented. The robot extracts image features using an interest operator to compute sparse optical flow induced by the translatory motion of the robot. The available status information from the robot is used to compensate for the known rotatory movement of the image. Control of the robot is done by transforming the optical flow to ego-motion complex log space. The difference between the median flow extracted from the left and right peripheral visual areas is used to control the heading of the robot. Forward velocity is controlled by trying to keep the perceived optical flow constant.


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A model-based method for indoor mobile robot localization is presented herein; this method relies on monocular vision and uses straight-line correspondences. A classical four-step approach has been adopted (i.e. image acquisition, image feature extraction, image and model feature matching, and camer