Latent support vector machine for sign language recognition with Kinect

Abstract

In this paper, we propose a novel algorithm to model and recognize sign language with Kinect sensor. We assume that in a sign language video, some frames are expected to be both discriminative and representative. Under this assumption, each frame in training videos is assigned a binary latent variable indicating its discriminative capability. A Latent… (More)
DOI: 10.1109/ICIP.2013.6738863

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