Moving People Recognition Algorithm Based on the Visual Color Processing Mechanism

摘要

In this paper a target people recognition algorithm is proposed, in which the color processing mechanism is inspired by the biological visual system. The algorithm is constructed in two parts. In the first part a spiking neural network is proposed to extract the color features of the objects which are captured from videos. In the second part, after a feature reduction, a Support Vector Machine is used to fuse the color features and recognize the target. The algorithm has been successfully applied to recognize target people appeared in video sequence with a high recognition rate and suitable for generic recognition domain.