Multimodal interactive pattern recognition and applications

This book presents a different approach to pattern recognition (PR) systems, in which users of a system are involved during the recognition process. This can help to avoid later errors and reduce the costs associated with post-processing. The book also examines a range of advanced multimodal interactions between the machine and the users, including handwriting, speech and gestures. Features: presents an introduction to the fundamental concepts and general PR approaches for multimodal interaction modeling and search (or inference); providesnumerous examples and a helpful Glossary; discusses approaches for computer-assisted transcription of handwritten and spoken documents; examines systems for computer-assisted language translation, interactive text generation and parsing, relevance-based image retrieval, and interactive document layout analysis; reviews several full working prototypes of multimodal interactive PR applications, including live demonstrations that can be publicly accessed on the Internet. Provides a new interactive pattern recognition (PR) paradigm in which traditional PR and multimodal human interaction are fused togetherProvides numerous examples and a helpful GlossaryReviews several full working prototypes of multimodal interactive PR applications, including live demonstrations that can be publicly accessed through the Internet INDICE: General Framework. Computer Assisted Transcription: General Framework. Computer Assisted Transcription of Text Images. Computer Assisted Transcription of Speech Signals. Active Learning and Interactive Handwritten Transcription. Interactive Machine Translation. Multi-modality for Interactive MachineTranslation. Incremental and Adaptive Learning for Interactive Machine Translation. Interactive Parsing. Interactive Text Generation. Interactive Image Retrieval. Prototypes and Demonstrators.

• ISBN: 978-0-85729-478-4
• Editorial: Springer London
• Encuadernacion: Cartoné
• Páginas: 280
• Fecha Publicación: 01/06/2011
• Nº Volúmenes: 1
• Idioma: Inglés