Human–computer interaction based on visual hand-gesture recognition using volumetric spatiograms of local binary patterns

•Hand-gesture recognition system based on color imagery for HCI.•Design of a novel spatio-temporal descriptor with a high discriminative power.•Sensible combination of spatial (local and global) and temporal information.•Obtained results outperform other relevant works using depth and color imagery....

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Bibliographic Details
Published in:	Computer vision and image understanding Vol. 141; pp. 126 - 137
Main Authors:	Maqueda, Ana I., del-Blanco, Carlos R., Jaureguizar, Fernando, García, Narciso
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.12.2015
Subjects:	Classification Hand gestures Image descriptor LBP Patterns Recognition Segmentation Spatio-temporal SVM Video descriptor Spatio-temporal Video descriptor Image descriptor Segmentation Classification Hand gestures LBP SVM Patterns Recognition
ISSN:	1077-3142, 1090-235X
Online Access:	Get full text
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