In this paper some fundamentals and solutions to accompanying problems in vision system design for mobile robot tracking are presented. The main topics are correction of camera lens distortion and compensation of non-uniform illumination. Both correction methods contribute to vision system performance if implemented in the appropriate manner. Their applicability is demonstrated by applying them to vision for robot soccer. The lens correction method successfully corrects the distortion caused by the camera lens, thus achieving a more accurate and precise estimation of object position. The illumination compensation improves robustness to irregular and non-uniform illumination that is nearly always present in real conditions.
Klančar et al. REF proposed a vision system for mobile robot tracking.
Wide-Angle Camera Distortions And Non-Uniform Illumination In Mobile Robot Tracking
Journal of Robotics and Autonomous Systems
Computer Science