On the perceptual advantages of visual suppression mechanisms for dynamic robot systems

نویسندگان

  • João Avelino
  • Rui Figueiredo
  • Plinio Moreno
  • Alexandre Bernardino
چکیده

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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تاریخ انتشار 2016