The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2015
Session ID : 2A1-U08
Conference information
2A1-U08 Development of autonomous indoor mobile robot : Travel to a desk and category recognition of objects on the table based on object shape concept
Shota UshiroTomokazu TakahashiMasato SuzukiSeiji Aoyagi
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Abstract
A compact sized indoor mobile robot is developed, which consists of an omni-directional platform and two 6DOF manipulators. A path planning method is proposed, in which an inscribed circle of adjacent three way-points is utilized. A generic object recognition method based on its shape concept is proposed. In this article, not only size information but also aspect ratio information and other object-specific information, e.g., a cup has a hollow space, are taken into account as object shape concepts. The recognition rate was improved by applying the proposed method, i.e., approximately from 50 to 80% in case of small mag cup.
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© 2015 The Japan Society of Mechanical Engineers
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