Multimodal processing and interaction: audio, video, text

Multimodal Processing and Interaction: Audio, Video and Text presents high quality, state-of-the-art research ideas and results from theoretic, algorithmicand application viewpoints. This edited volume contains contributions by leading experts in the obsequious scientific and technological field of multimedia. This volume was developed from a four-year collaboration among research groups participating in the European network of Excellence on Multimedia Understanding, Semantics, Computation and learning (MUSCLE). Multimodal Processing and Interaction: Audio, Video and Text specifically focuses on interaction with multimedia content with special emphasis on multimodal interfaces for accessing multimedia information. Multimodal Processing and Interaction: Audio, Video and Text is designed for a professional audience composed of practitioners and researchers in industry. This book is also suitable for advanced-level studentsin computer science. Emphasis on multimodal information processing aspects ofmultimedia and cross-interaction of multiple modalities Broad sprctrum of novel perspectives, analytic tools, algorithms, design practices and applicationsin multimedia science and engineering INDICE: From the contents Preface.- Tutorial Review of State-of-the-Art.- Cross-Modal Integration/Interaction for Performance Improving in Multimedia: State-of-the-Art Review.- Human-Computer Interfaces for Multimedia Retrieval: State-of-the-Art.- New Research Directions: Integrated Multimedia Analysis And Recognition.- Stochastic Models for Multimodal Video Analysis.- Adaptive Multimodal Fusion by Uncertainty Compensation with Application to Audio-Visual Speech Recognition.- Action Recognition in Multimedia Streams.- Surveillance UsingBoth Video and Audio.- Movie Analysis with Emphasis to Dialogue Detections.- Audio-Visual Attention Modeling and Salient Event Detection.- New Research Directions: Searching Multimedia Content.- Interactive Image Retrieval using a Hybrid Visual and Conceptual Content Representation.- Multimodal Analysis of Text and Audio Features for Music Information Retrieval.

• ISBN: 978-0-387-76315-6
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 350
• Fecha Publicación: 01/02/2008
• Nº Volúmenes: 1
• Idioma: Inglés