Gesture recognition based on sparse representation
نویسندگان
چکیده
منابع مشابه
Kernel-based sparse representation for gesture recognition
In this paper, we propose a novel sparse representation based framework for classifying complicated human gestures captured as multi-variate time series (MTS). The novel feature extraction strategy, CovSVDK, can overcome the problem of inconsistent lengths among MTS data and is robust to the large variability within human gestures. Compared with PCA and LDA, the CovSVDK features are more effect...
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ژورنال
عنوان ژورنال: International Journal of Wireless and Mobile Computing
سال: 2016
ISSN: 1741-1084,1741-1092
DOI: 10.1504/ijwmc.2016.10003274