Abstract
In this paper, we propose particle filters for tracking soccer players and estimate camera parameters in soccer videos. The proposed method consists of the following two filters; one is a filter tracking position of soccer players, the other is estimates a camera parameter which provide focusing area of the target soccer video. The structure of the proposed particle filter makes use of two parallel filters whose results are simultaneously input the observation model of the other one to track the soccer players and estimate the field area.
