Visuo-motor coordination of a humanoid robot head with human-like vision in face tracking

Cecilia Laschi, Hiroyasu Miwa, Atsuo Takanishi, Eugenio Guglielmelli, Paolo Dario

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Citations (Scopus)

    Abstract

    The application of robots in contact with humans, in services or assistance, implies the realization of effective and acceptable human-robot interaction. In humans, vision plays a significant role in social interaction, like for example in the recognition of faces and expressions, as well as in gesture understanding. Visuo-motor coordination of eye and neck movements in humans presents high performances in terms of accuracy, speed, effectiveness. This is due to the mechanical, cinematic, and dynamic features of the head muscular-skeletal apparatus and to the peculiar processing of visual data, detected with a space variant resolution. The work presented in this paper aims at employing retina-like cameras on a human-like robotic head, reproducing similar degrees of freedom, ranges of motion, speeds, and accelerations of human neck and eye movements, in order to improve visuo-motor coordination. The use of retina-like cameras allows a faster human-like processing of visual information, better suited for the control of head movements. On the other hand, retina-like cameras provide high resolution information only in a small area of the image and thus need to be dynamically focused on the points of interest. Experimental trials were focused on the capability of identifying and tracking human faces, as a first step of human-robot interaction. Preliminary experimental results show the feasibility of a smooth face tracking, by a closed control loop for the head movements, based on retina-like vision.

    Original languageEnglish
    Title of host publicationProceedings - IEEE International Conference on Robotics and Automation
    Pages232-237
    Number of pages6
    Volume1
    Publication statusPublished - 2003
    Event2003 IEEE International Conference on Robotics and Automation - Taipei, Taiwan, Province of China
    Duration: 2003 Sep 142003 Sep 19

    Other

    Other2003 IEEE International Conference on Robotics and Automation
    CountryTaiwan, Province of China
    CityTaipei
    Period03/9/1403/9/19

      Fingerprint

    ASJC Scopus subject areas

    • Software
    • Control and Systems Engineering

    Cite this

    Laschi, C., Miwa, H., Takanishi, A., Guglielmelli, E., & Dario, P. (2003). Visuo-motor coordination of a humanoid robot head with human-like vision in face tracking. In Proceedings - IEEE International Conference on Robotics and Automation (Vol. 1, pp. 232-237)