2023
DOI: 10.4018/978-1-6684-7791-5.ch003
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Transforming Hand Gesture Recognition Into Image Classification Using Data Level Fusion

Oluwaleke Umar Yusuf,
Maki K. Habib,
Mohamed N. Moustafa

Abstract: Hand gesture recognition (HGR) is a form of perceptual computing with applications in human-machine interaction, virtual/augmented reality, and human behavior analysis. Within the HGR domain, several frameworks have been developed with different combinations of input modalities and neural network architectures to varying levels of efficacy. Such frameworks maximized performance at the expense of increased computational and hardware requirements. These drawbacks can be mitigated by a skeleton-based framework th… Show more

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