Gesture Recognition : Theory and Applications /
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 a...
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| Autore principale: | |
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| Altri autori: | , , |
| Natura: | Elettronico eBook |
| Lingua: | inglese |
| Pubblicazione: |
Amsterdam, Netherlands ; Oxford, United Kingdom ; Cambridge MA :
Elsevier,
[2024]
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| Soggetti: | |
| Accesso online: | ScienceDirect |
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| Riassunto: | 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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| Descrizione del documento: | 4.1.1.2 Weight sharing |
| Descrizione fisica: | 1 online resource (225 p.) |
| Bibliografia: | Includes bibliographical references and index. |
| ISBN: | 0443289603 9780443289606 |