This paper proposes a simple and fast method for adapting colour lookup tables to lighting changes in real-time. The method adjusts the classified colour space regions keeping both their surface area and volume constant. Two variations of the method were compared and tested in a RoboCup soccer setting. Detection success rate was measured as a function of the speed and magnitude of hue change to the lighting environment. Compared to a static lookup table, these experimental results show improved robustness against lighting changes for detection of coloured objects.
History
Source title
Proceedings of the RoboCup 2015: Robot World Cup XIX (Lecture Notes in Computer Science: Lecture Notes in Artificial Intelligence, Volume 9513)
Name of conference
RoboCup 2015: Robot World Cup XIX
Location
Hefei, China
Start date
2015-07-23
Pagination
190-201
Publisher
Springer
Place published
Basel, Switzerland
Language
en, English
College/Research Centre
Faculty of Engineering and Built Environment
School
School of Electrical Engineering and Computer Science
Rights statement
The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-29339-4_16