Gesture Recognition

Gesture Recognition

EnglishEbook
Miao, Qiguang
Elsevier Science
EAN: 9780443289606
Available online
CZK 4,779
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Detailed information

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. - Focuses on the theory and application of gesture recognition, providing a systematic introduction to commonly used datasets in the field as well as algorithms based on handcrafted features, convolutional neural networks, multimodal fusion, and attention mechanisms- Introduces the practical applications of gesture recognition in real-world scenarios, enabling readers to enhance their practical application skills while learning about relevant technologies- Demonstrates four main categories of gesture recognition methods and analyzes their associated challenges
EAN 9780443289606
ISBN 0443289603
Binding Ebook
Publisher Elsevier Science
Publication date July 9, 2024
Language English
Country Uruguay
Authors Li, Yunan; Liu, Ruyi; Liu, Xiangzeng; Miao, Qiguang
Manufacturer information
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