Large-scale Isolated Gesture Recognition using Convolutional Neural Networks

Abstract

This paper proposes three simple, compact yet effective representations of depth sequences, referred to respectively as Dynamic Depth Images (DDI), Dynamic Depth Normal Images (DDNI) and Dynamic Depth Motion Normal Images (DDMNI). These dynamic images are constructed from a sequence of depth maps using bidirectional rank pooling to effectively capture the… (More)
DOI: 10.1109/ICPR.2016.7899599

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05010015020162017
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