Active whisker placement and exploration for rapid object recognition

Pearson, Martin J.; Salman, Mohammed

Abstract

© 2019 IEEE. Identifying objects using sparse tactile sensor arrays requires movement across the surface and the integration of sensory information to support hypotheses. In this study we demonstrate a surface placement control strategy to orient and position a biomimetic tactile whisker array relative to the object surface. This reduces the variance in tactile view, or representation, of each region of the object surface thus relaxing the prior pose dependence for object recall. In addition we evaluate two regional search strategies in an attempt to further improve the robustness and speed of object classification.

Citation

Pearson, M. J., & Salman, M. (2020). Active whisker placement and exploration for rapid object recognition. https://doi.org/10.1109/iros40897.2019.8968517

• Conference Name: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
• Start Date: Nov 3, 2019
• End Date: Nov 8, 2019
• Acceptance Date: Nov 3, 2019
• Online Publication Date: Jan 27, 2020
• Publication Date: Jan 27, 2020
• Deposit Date: Apr 21, 2020
• Publisher: Institute of Electrical and Electronics Engineers (IEEE)
• Pages: 672-677
• Series ISSN: 2153-0866
• DOI: https://doi.org/10.1109/iros40897.2019.8968517
• Public URL: https://uwe-repository.worktribe.com/output/5914597