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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