Gesture Recognition
ISBN: 9780443289590
Author : Ruyi Liu
Published: 2024
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9×6
Author : Ruyi Liu
Published: 2024
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9×6
Description
<i>Gesture Recognition: Theory and Applications</i> 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.<br><br>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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