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This paper proposes a vision-based human-computer interface system that can interpret a user's gestures in real time to manipulate windows and games. The system uses a 3D depth camera to capture depth data up to 30 frames per second. It extracts hand and fingertips from the acquired depth image. It recognizes the movement and click gesture by analyzing the location and shape change of fingertips....