Title :
An illumination adaptive color object recognition method in robot soccer match
Author :
Wang, Wei ; Liu, Yun-Hui
Author_Institution :
Dept. of Mech. & Autom. Eng., Chinese Univ. of Hong Kong, Shatin
Abstract :
This paper presents an illumination adaptive color object recognition method for robot soccer match. Generally, the colors are identified by referring to the pre-defined bounds for the components of each color. However, it is not an easy work to define non-interfered bounds for different colors, and the bounds are sensitive to illumination conditions. Instead, in this work, different colors are discriminated by comparing their chrominance component in the YUV color space. With the combination of the geometry properties of the color labels of the objects, the recognition process consists of two stages. In each stage, the color labels´ recognition is realized by simply comparing the average chrominance component of the separated regions. Thus the system can be adaptive to the variation of ambient illumination. Experiments prove this method´s validity and reliability.
Keywords :
image classification; image colour analysis; mobile robots; multi-robot systems; object detection; object recognition; robot vision; sport; YUV color space; chrominance component; color classification; geometry property; illumination adaptive color object recognition method; object detection; robot soccer match; robot vision; Cameras; Color; Lighting; Machine vision; Object recognition; Orbital robotics; Robot sensing systems; Robot vision systems; Robotics and automation; Space technology; YUV color space; color classification; object recognition; robot soccer;
Conference_Titel :
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2678-2
Electronic_ISBN :
978-1-4244-2679-9
DOI :
10.1109/ROBIO.2009.4913171