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An Illumination Identification System for the AIBO Robot

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conference contribution
posted on 2023-05-26, 09:21 authored by Zehmeister, MS, Kim, YS, Kang, BH
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

History

Publication status

  • Published

Event title

2007 International Conference on Multimedia and Ubiquitous Engineering

Event Venue

Seoul, Korea

Date of Event (Start Date)

2007-04-26

Date of Event (End Date)

2007-04-28

Repository Status

  • Open

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