Camera calibration for soccer robots based on BP neural network

Abstract

Accurate camera calibration is required for achieving precise visual measurements.Artificial neural networks are used to learn the relationships between the image information and the 2D information.It neither requires an accurate mathematical model nor needs any prior knowledge about the parameters.The experiment results show that the proposed camera calibration based on neural network has higher precision.It is valid for the camera calibration of the soccer robots.