Stefan Zickler

Depth-augmented Deformable Parts Models for RGBD person detection on embedded GPUs

Accurate real-time person detection is an important capability for many robot tasks, such as indoor navigation and human-robot interaction. In this paper, we introduce a depth-augmented, GPU-accelerated version of Deformable Parts Models (DPM) that uses a joint RGB+Depth feature descriptor to perfor…