DocumentCode
2378344
Title
Towards automatic colour segmentation for robot soccer
Author
Bailey, Donald ; Contreras, Miguel ; Sen Gupta, Gourab
Author_Institution
Sch. of Eng. & Adv. Technol., Massey Univ., Palmerston North, New Zealand
fYear
2015
fDate
17-19 Feb. 2015
Firstpage
478
Lastpage
483
Abstract
Tuning the colour thresholds within robot soccer is laborious, and sensitive to changes in illumination. An algorithm for automatic gain control and white balancing within the camera is described. This significantly reduces the effects of the variations in lighting on the thresholds. Next, a new colour space is proposed which maximises the hue separation of the different coloured regions to improve the colour discrimination. Finally several automatic segmentation techniques are briefly discussed. All of the algorithms are designed to operate on data directly streamed from the camera, enabling a low latency FPGA implementation.
Keywords
cameras; field programmable gate arrays; image colour analysis; image segmentation; mobile robots; robot vision; sport; automatic colour segmentation; automatic gain control algorithm; automatic segmentation technique; camera; colour discrimination; colour space; colour threshold tuning; coloured regions; hue separation; illumination changes; lighting variation effects reduction; low latency FPGA implementation; robot soccer; white balancing; Cameras; Field programmable gate arrays; Image color analysis; Lighting; Robot vision systems; Streaming media; colour balancing; colour thresholding; colour transformation; robot soccer;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation, Robotics and Applications (ICARA), 2015 6th International Conference on
Conference_Location
Queenstown
Type
conf
DOI
10.1109/ICARA.2015.7081195
Filename
7081195
Link To Document