A Real-Time Hand Gesture Interface Implemented on a Multi-Core Processor

This paper describes a real-time hand gesture recognition system and its application to VCR remote control. Cascaded classifiers are used to detect a number of different hand poses. In order to detect a hand in real time, the detection algorithm is optimized for multi-core processors by distributing the operations to multiple cores and minimizing the data transmission between them. We have implemented a detection system on a processor with eight cores. Further we have integrated the system into a prototype video recorder simulator to evaluate a gesture interface for consumer electronics. The operating speed increases by a factor of up to 13.5 compared to a standard PC with single-core processor.

• Type: Conference
• Year: 2007
• Where: MVA
• Authors: Tsukasa Ike, Nobuhisa Kishikawa, Björn Stenger
• Keywords: Computer Vision, MVA 2007, Operating Speed Increases, Prototype Video Recorder, Real-time Hand Gesture