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Gesture Recognition

Theory and Applications

  • 1st Edition - July 1, 2024
  • Authors: Qiguang Miao, Yunan Li, Xiangzeng Liu, Ruyi Liu
  • Language: English
  • Paperback ISBN:
    9 7 8 - 0 - 4 4 3 - 2 8 9 5 9 - 0
  • eBook ISBN:
    9 7 8 - 0 - 4 4 3 - 2 8 9 6 0 - 6

Gesture Recognition: Theory and Applications covers this important topic in computer science and language technology that has a goal of interpreting human gestures via mathem… Read more

Gesture Recognition

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Gesture Recognition: Theory and Applications covers this important topic in computer science and language technology that has a goal of interpreting human gestures via mathematical algorithms. The book begins by examining the computer vision-based gesture recognition method, focusing on the theory and related research results of various recent gesture recognition technologies. The book takes the evolutions of gesture recognition technology as a clue, systematically introducing gesture recognition methods based on handcrafted features, convolutional neural networks, recurrent neural networks, multimodal data fusion, and visual attention mechanisms.

Three gesture recognition-based HCI (Human Computer Interaction) practical cases are introduced. Finally, the book looks at emerging research trends and application.