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Gesture Recognition: Theory and Applications

Gesture Recognition: Theory and Applications

Paperback

General Computers

Currently unavailable to order

ISBN10: 044328959X
ISBN13: 9780443289590
Publisher: Elsevier
Published: Jul 11 2024
Pages: 224
Weight: 0.79
Height: 0.60 Width: 6.00 Depth: 9.00
Language: English
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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