On the Perceptual Advantages of Visual Suppression Mechanisms for Dynamic Robot Systems

Procedia Computer Science(2016)

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摘要
The use of computer vision based methods to explore the surrounding environment and track individuals, is further enhanced by the ability to move the visual system, a process realized by biological organisms. However, several perceptual issues arise from the rapid movement of the image acquisition system: blurred images and visual-proprioceptive transient delays result in incorrect spatial location estimation. Inspired by the biological mechanism of saccadic suppression, our main contribution is a biologically inspired visual stability mechanism able to deal with problems arising from self-motion. Together with a state-of-the-art pedestrian detection algorithm, our proposed methodology contributes to enhancements in person position estimation, thus improving human-robot interaction behaviors.
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关键词
Sensory-motor inhibition,Pedestrian Tracking,Active Vision,Visual Suppression
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