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An Illumination Identification System for the AIBO Robot

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Zehmeister, MS and Kim, YS and Kang, BH (2007) An Illumination Identification System for the AIBO Robot. In: 2007 International Conference on Multimedia and Ubiquitous Engineering, 26-28, April 2007, Seoul, Korea.

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Abstract

The Four Legged League is a division of the RoboCup initiative that uses Sony AIBOTM robots to further robotics research. Most participants implement vision systems that use the color of objects to perform identification. Calibration of the color classification system must be done and any changes to the lighting of the environment after calibration reduces the accuracy of the system, often to a point at which the robot is effectively blind. This study investigates the relationships in the color data of image pixels between lighting conditions in an effort to identify trends that can be used as the basis of a rule-based system. The aim of the system is to identify the current lighting level as one of a set of known conditions. The proposed systems uses the color data of image pixels and information about the AIBO’s location and orientation to identify lighting levels, allowing a vision system to switch to an appropriate pre-configured calibration

Item Type: Conference or Workshop Item (Paper)
Keywords: AIBO Robot Image Processing
Date Deposited: 03 Mar 2008 01:17
Last Modified: 18 Nov 2014 03:30
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