Improved Camshift Tracking Algorithm Based on Silhouette Moving Detection

Abstract

Camshift is an efficient object tracking algorithm using color probability distribution. But it's easy to be interfered by the similar color objects in the background. So we bring in the motion characteristics extracted by the motion template method, and then make an improved Camshift algorithm. Experiments show that the improved algorithm has more robustness in dealing with color interference and sudden illumination variation.