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Estimation of Visual Motion Parameters Used for Bio-inspired Navigation

Mohamad T. Alkowatly, Victor M. Becerra, William Holderbaum

发表年份
2013
引用次数
7

摘要

Visual motion cues play an important role in animal and humans locomotion without the need to extract actual ego-motion information. This paper demonstrates a method for estimating the visual motion parameters, namely the Time-To-Contact (TTC), Focus of Expansion (FOE), and image angular velocities, from a sparse optical flow estimation registered from a downward looking camera. The presented method is capable of estimating the visual motion parameters in a complicated 6 degrees of freedom motion and in real time with suitable accuracy for mobile robots visual navigation.

关键词

Computer scienceComputer visionArtificial intelligenceMotion (physics)Motion estimationEstimationEngineeringSystems engineering

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