Real-time estimation of hand gestures based on manifold learning from monocular videos

Abstract

Object pose estimation by manifold learning has become a hot research area recently. In this paper, we propose an efficient method that can recover pose and viewpoints for numerous hand gestures from monocular videos based on Locality Preserving Projections. We first select some hand dynamic gestures as primitive hand motions and set a 3D-2D mapping table… (More)
DOI: 10.1007/s11042-013-1524-7

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