Title :
Recognition and manipulation integration for a daily assistive robot working on kitchen environments
Author :
Yamazaki, Kimitoshi ; Watanabe, Yoshiaki ; Nagahama, Kotaro ; Okada, Kei ; Inaba, Masayuki
Author_Institution :
Dept. of Mechano-Inf., Univ. of Tokyo, Tokyo, Japan
Abstract :
This paper describes a system integration of a daily assistive robot. Several tasks on cooking are focused on, recognition and manipulation functions are developed and integrated. It is often the case that kitchen tools and foods have less distinctive texture on its surface, and kitchen environments which are made of reflective materials are susceptible to the effect of illumination. From these fact, recognition functions are implemented with a basic policy which composes simple image features. On the other hand, tasks on kitchen often include relatively complicate dual arm manipulation. In such case it is effective in generating a robot pose by considering several manipulators at the same time. Experiments doing several cooking tasks with handling daily tools showed the effectiveness of our system.
Keywords :
image recognition; manipulators; robot vision; service robots; cooking task; daily assistive robot; dual arm manipulation; kitchen environment; manipulation function; manipulator; recognition function; robot pose generation; Equations; Image edge detection; Jacobian matrices; Mathematical model; Robot kinematics; Solid modeling;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2010 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-9319-7
DOI :
10.1109/ROBIO.2010.5723326