New Book on Multimodal signal processing
Summary:
Multimodal signal processing is an important new field that processes
signals from a variety of modalities - speech, vision, language, text-
derived from one source, which aids human-computer and human-human
interaction. The overarching theme of this book is the application of
signal processing and statistical machine learning techniques to
problems arising in this field. It gives an overview of the field, the
capabilities and limitations of current technology, and the technical
challenges that must be overcome to realize multimodal interactive
systems. As well as state-of-the-art methods in multimodal signal and
image modeling and processing, the book gives numerous examples and
applications of multimodal interactive systems, including humancomputer
and human-human interaction. This is the definitive reference in
multimodal signal processing, edited and contributed by the leading
experts, for signal processing researchers and graduates, R&D
engineers and computer engineers.
- The first book on the multimodal signal processing, edited and contributed by the world's leading experts
- State-of-art methods for multimodal signal and image modeling and processing
- Numerous examples of systems with different modalities combined
- Advanced applications in surveillance and health monitoring, including computer-based multimodal analysis of human-to-human interaction
Content:
Signal Processing, Modelling, and Related Mathematical Tools, Multimodal Signal Processing and Modelling, Multimodal Human-Computer Interaction (HCI), Multimodal Human-Human Interaction Modelling, Conclusion