Gesture Recognition: Theory and Applications (Paperback) (ISBN-13: 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.

Author: Qiguang Miao, Yunan Li, Xiangzeng Liu
ISBN-10: 044328959X
ISBN-13: 9780443289590
Publisher: Elsevier
Language: English
Published: 07/11/2024
Pages: 224
Format: Paperback