The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2016
Session ID : 2A2-14b3
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Recognition of Cooking Operations by Linear Discriminant Method with CHLAC Features
Jun KUBOTAChi ZHU
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CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract

Recently, robotic cooking support systems that help human's cooking operations have been developed. However, since these systems usually need many sensors to recognize human's cooking operations, it is difficult to introduce these system in a ordinary kitchen. In this study, we use CHLAC(Cubic Higher-order Local Auto-Collelation) features to recognize human's cooking operations. Further, Fisher linear discriminant is used to map the CHLAC feature space into the low dimension space, and the results verified the validity of the proposed approach.

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© 2016 The Japan Society of Mechanical Engineers
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