Gesture Recognition: Theory and Applications

By Xiangzeng Liu PhD, Qiguang Miao PhD, Yunan Li PhD

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.

• Format: Paperback
• Language: English
• ISBN: 044328959X
• ISBN13: 9780443289590
• Release Date: July 2024
• Publisher: Elsevier
• Length: 224 Pages
• Weight: 0.79 lbs.
• Dimensions: 0.6" x 6.0" x 9.0"