Gesture Recognition:Theory and Applications by Qiguang Miao [EPUB]

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Gesture Recognition_ Theory and Applications by Qiguang Miao [Gesture Recognition]

ePUB | Size: 7 MB
Gesture Recognition | English

Book Info:

Title: Gesture Recognition
Author: Miao, Qiguang;Li, Yunan;Liu, Xiangzeng;Liu, Ruyi;, Yunan Li, Xiangzeng Liu, Ruyi Liu
Language: English
Year: 2024
Subjects: Computer Technology, Nonfiction
ISBN: 9780443289590
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
 

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