, , , e.a.

Gesture Recognition

Theory and Applications

Paperback Engels 2024 9780443289590
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780443289590
Taal:Engels
Bindwijze:Paperback

Lezersrecensies

Wees de eerste die een lezersrecensie schrijft!

Inhoudsopgave

1. Basic Concepts and Development of Gesture Recognition<br>2. Common Datasets in Gesture Recognition<br>3. Handcrafted Features Based Gesture Recognition Methods<br>4. Convolutional Neural Networks Based Gesture Recognition Methods<br>5. Gesture Recognition Methods Based on Recurrent Neural Networks and Variants<br>6. Multimodal Data Fusion Based Gesture Recognition Methods<br>7. Gesture Recognition and Attention Mechanism<br>8. Human-Computer Interaction Cases Based on Gesture Recognition<br>9. Development Discussion on the Application of Gesture Recognition in Future HumanComputer Interaction

Managementboek Top 100

Rubrieken

Populaire producten

    Personen

      Trefwoorden

        Gesture Recognition