Multimodal Interactive Pattern Recognition and Applications
1st Edition
Published on 18. May 2011
XVI, 274 pages
978-0-85729-479-1 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
London
United Kingdom
Publishing group
Springer London
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XVI, 274 p.
File size
8,56 MB
ISBN-13
978-0-85729-479-1 (9780857294791)
DOI
10.1007/978-0-85729-479-1
Schweitzer Classification
Other editions
Additional editions
Alejandro Héctor Toselli | Enrique Vidal | Francisco Casacuberta
Multimodal Interactive Pattern Recognition and Applications
Book
08/2014
Springer
€106.99
Shipment within 15-20 days
Alejandro Héctor Toselli | Enrique Vidal | Francisco Casacuberta
Multimodal Interactive Pattern Recognition and Applications
Book
05/2011
1st Edition
Springer
€106.99
Shipment within 15-20 days
Content
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 Machine Translation.- Incremental and Adaptive Learning for Interactive Machine Translation.- Interactive Parsing.- Interactive Text Generation.- Interactive Image Retrieval.- Prototypes and Demonstrators.
