Gesture Recognition

Theory and Applications

By: Qiguang Miao, Yunan Li, Xiangzeng Liu, Ruyi Liu

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Paperback | 11 July 2024 | Edition Number 1

At a Glance

Paperback
224 Pages

Dimensions(cm)
22.23 x 14.61 x 1.27

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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.

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