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A fast method for adapting lookup tables applied to changes in lighting colour

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conference contribution
posted on 2025-05-08, 17:56 authored by Trent Houliston, Mitchell Metcalfe, Stephan ChalupStephan Chalup
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

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