Vision in robot soccer: a review

作者:Sivadev Nadarajah, Kenneth Sundaraj

摘要

This paper will give readers an overview of the vision system used on Robot Soccer systems. Firstly, it lists out the positioning of the cameras that are used on a robot soccer system both for FIRA and RoboCup. Here various position of camera placement is explained; among them are the global and local visions. This is further broken down to center and side positioning for global vision. For local vision, it is divided into three, namely omni-directional, binocular/stereo and monocular. Next, image processing algorithms will be explained and related reference with their advantages and disadvantages. The reviewed algorithms are Kalman Filter, CamShift and Optical Flow. Brief description of each algorithm is also included.

论文关键词:Image processing, Kalman filter, CAM shift, Optical flow, Camera placement, Global vision, Local vision

论文评审过程:

论文官网地址:https://doi.org/10.1007/s10462-013-9401-3