Multimodal Interactive Pattern Recognition And Applications
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Multimodal Interactive Pattern Recognition and Applications
Author | : Alejandro Héctor Toselli |
Publisher | : Springer Science & Business Media |
Total Pages | : 281 |
Release | : 2011-05-18 |
Genre | : Computers |
ISBN | : 0857294792 |
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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); provides numerous 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.
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