Upper Body Detection and Tracking in Extended Signing Sequences
International Journal of Computer Vision, pp. 180-197, 2011.
Person trackingHuman pose estimationSign languageGesture recognition
The goal of this work is to detect and track the articulated pose of a human in signing videos of more than one hour in length. In particular we wish to accurately localise hands and arms, despite fast motion and a cluttered and changing background.We cast the problem as inference in a generative model of the image, and propose a complete...More
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