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Multimodal Interactive Pattern Recognition and Applications

  • Book
  • © 2011

Overview

  • Provides a new interactive pattern recognition (PR) paradigm in which traditional PR and multimodal human interaction are fused together
  • Provides numerous examples and a helpful Glossary
  • Reviews several full working prototypes of multimodal interactive PR applications, including live demonstrations that can be publicly accessed through the Internet
  • Includes supplementary material: sn.pub/extras

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Table of contents (12 chapters)

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About this book

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.

Authors and Affiliations

  • Instituto Tecnológico de Informática, Universidad Politécnica de Valencia, Valencia, Spain

    Alejandro Héctor Toselli, Enrique Vidal, Francisco Casacuberta

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