Titlebook: Gesture Recognition; Sergio Escalera,Isabelle Guyon,Vassilis Athitsos Book 2017 Springer International Publishing AG 2017 Artificial intel

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One-Shot Learning Gesture Recognition from RGB-D Data Using Bag of Features,rom only one training sample per gesture class. For feature extraction, a new spatio-temporal feature representation called 3D enhanced motion scale-invariant feature transform is proposed, which fuses RGB-D data. Compared with other features, the new feature set is invariant to scale and rotation,

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Bayesian Co-Boosting for Multi-modal Gesture Recognition, critical issues for multi-modal gesture recognition: how to select discriminative features for recognition and how to fuse features from different modalities. In this paper, we propose a novel Bayesian Co-Boosting framework for multi-modal gesture recognition. Inspired by boosting learning and co-t

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