Title :
Based on Fuzzy Color Detection and Field Calibration for Robot Soccer
Author :
Tsai, Shun-Hung ; Su, Chun-Hung ; Chang, Chih-Hsiang ; Lin, Chorng-Tyan ; Wen, Chih-Chin ; Li, Jeng-Han
Author_Institution :
Grad. Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
Machine vision system, which is an important part in robotic soccer. During the period of the competition, for real color, it is easily to cause the robot vision unable, for example, misrecognizing or error recognition under the different brightness. For solving this problem, we propose a fuzzy color detection to improve this problem in this paper. For examining the camera´s erection, the camera might not be set up in the center of the field. Therefore, it will cause the displacement problem in robot position and direction angle. In this paper, we propound a field calibration method to solve this problem. Finally, we illustrate an example, to demonstrate the proposed method can define the target color more accurate than existing method.
Keywords :
calibration; cameras; fuzzy set theory; image colour analysis; mobile robots; multi-robot systems; robot vision; camera erection; displacement problem; error recognition; field calibration method; fuzzy color detection; machine vision; misrecognition; robot position; robot soccer; robot vision; Brightness; Calibration; Cameras; Image color analysis; Machine vision; Robot kinematics; color segmentation; field calibration; robotics soccer; vision processing;
Conference_Titel :
Robot, Vision and Signal Processing (RVSP), 2011 First International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-1881-6
DOI :
10.1109/RVSP.2011.85