Two challenging tasks for building systems in Computer Vision (CV) area are people detection and tracking. Several fields of application employ these tasks for solving many problems. This paper describes the proposal of a new methodology for people detection and tracking in high-performance scenarios employing the GPU (Graphics Processing Unit). Experiments conducted with this approach demonstrate processing rates up to 80 frames per second.