IEEE - Institute of Electrical and Electronics Engineers, Inc. - One-Shot Learning of Human Activity With an MAP Adapted GMM and Simplex-HMM

Author(s): Mario Rodriguez ; Carlos Orrite ; Carlos Medrano ; Dimitrios Makris
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Paper): 2168-2267
ISSN (Online): 2168-2275
DOI: 10.1109/TCYB.2016.2558447
Regular:

This paper presents a novel activity class representation using a single sequence for training. The contribution of this representation lays on the ability to train an one-shot learning... View More

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