Abstract
This paper presents a high performance and low-cost real-time hand tracking system which runs on general consumer electronics with very low CPU consumption. The hand tracker fuses motion feature with color feature to alleviate the drifting problem during tracking. Experimental results on two challenging video sequences show that the proposed hand tracking system outputs the state-of-the-art performance, and consumes only about 5% CPU resources of a low-spec smart TV while processing VGA resolution video at 25 frames per second.
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