• Obecnie brak na stanie
Multimodal Signal Processing
search
  • Multimodal Signal Processing
ID: 173878
Jean-Philippe Thiran, Ferran Marqués, Hervé Bourlard
Wycofany
 

Wysyłka gratis

darmowa wysyłka na terenie Polski dla wszystkich zamówień powyżej 500 PLN

 

Wysyłka tego samego dnia

Jeśli Twoja wpłata zostanie zaksięgowana na naszym koncie do godz. 11:00

 

14 dni na zwrot

Każdy konsument może zwrócić zakupiony towar w ciągu 14 dni bez zbędnych pytań


  • Presents state-of-art methods for multimodal signal processing, analysis, and modeling

  • Contains numerous examples of systems with different modalities combined

  • Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

Multimodal signal processing is an important research and development field that processes signals and combines information from a variety of modalities - speech, vision, language, text - which significantly enhance the understanding, modelling, and performance of human-computer interaction devices or systems enhancing human-human communication. The overarching theme of this book is the application of signal processing and statistical machine learning techniques to problems arising in this multi-disciplinary field. It describes the capabilities and limitations of current technologies, and discusses the technical challenges that must be overcome to develop efficient and user-friendly multimodal interactive systems.



With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field.




  • Presents state-of-art methods for multimodal signal processing, analysis, and modeling

  • Contains numerous examples of systems with different modalities combined

  • Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.


Introduction; Statistical Machine Learning for HCI; Speech Processing; Natural Language and Dialogue Processing; Image and Video Processing Tools for HCI; Processing of Handwriting and Sketching Dynamics; Basic Concepts of Multimodal Analysis; Multimodal Information Fusion; Modality Integration Methods; A Multimodal Recognition Framework for Joint Modality Compensation and Fusion; Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions; Multimodal Input; Multimodal HCI Output: Facial Motion, Gestures and Synthesised Speech Synchronisation; Interactive Representations of Multimodal Databases; Modelling Interest in Face-to-Face Conversations from Multimodal Nonverbal Behaviour

173878

Produkty z tej samej kategorii (16)