Multimodal Interactive Pattern Recognition and Applications

Toselli, Alejandro Héctor; Vidal, Enrique; Casacuberta, Francisco

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.

Details

Published by: Springer

Publication Date: 2014-08-31

Format: Paperback

ISBN-13: 9781447159322

DOI: 10.1007/978-0-85729-479-1

Dimensions: 235cm x155cm

Pages: 274