Title :
Application of self adapts to RGB threshold value for robot soccer
Author :
Liu, Wan-ming ; Wang, Li-hua ; Yang, Zhen-feng
Author_Institution :
Coll. of Career Technol., Hebei Normal Univ., Shijiazhuang, China
Abstract :
A new vision for robot soccer system for color image segmentation technologies, Adaptive threshold method, which uses RGB color space segmentation threshold value, the binary image obtained using the automatic region based on distance growth approach divided goal, when there is color shift when the H of the HSV color space to extend the use of the extended H-tone re-segmentation goals, and through statistical ways of calculating the threshold of the new RGB, RGB threshold to achieve the automatic expansion of HSV color space and overcome the existing singularity of image segmentation´s effect. The experimental results show that the method is not only the target location and direction angle is more accurate and dynamic environment to improve robustness.
Keywords :
adaptive signal processing; image colour analysis; image segmentation; mobile robots; multi-robot systems; robot vision; sport; HSV color space; RGB color space segmentation threshold value; RGB threshold value; adaptive threshold method; binary image; color image segmentation; distance growth approach; extended H-tone resegmentation goals; robot soccer system; Color; Image color analysis; Image segmentation; Object segmentation; Pixel; Robot kinematics; Color image segmentation; Color space conversion; Robot soccer;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580563