Multimodal Interactive Pattern Recognition and Applications

Many real-world applications of pattern recognition (PR) systems require human post-processing to correct the errors committed by machines. This can create bottlenecks in recognition systems, yielding high operational costs. This important text/reference proposes a radically different approach to th...

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Bibliographic Details
Main Authors: Toselli, Alejandro Héctor, Vidal, Enrique (Author), Casacuberta, Francisco (Author)
Format: eBook
Language:English
Published: London Springer London 2011, 2011
Edition:1st ed. 2011
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Multimodal Interactive Pattern Recognition and Applications  |h Elektronische Ressource  |c by Alejandro Héctor Toselli, Enrique Vidal, Francisco Casacuberta 
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300 |a XVI, 274 p  |b online resource 
505 0 |a 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 
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653 |a User interfaces (Computer systems) 
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653 |a System Performance and Evaluation 
653 |a Computer System Implementation 
653 |a Computer Application in Administrative Data Processing 
653 |a Processor Architectures 
653 |a Microprocessors 
653 |a Information technology / Management 
653 |a User Interfaces and Human Computer Interaction 
653 |a Computer architecture 
653 |a Human-computer interaction 
700 1 |a Vidal, Enrique  |e [author] 
700 1 |a Casacuberta, Francisco  |e [author] 
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520 |a Many real-world applications of pattern recognition (PR) systems require human post-processing to correct the errors committed by machines. This can create bottlenecks in recognition systems, yielding high operational costs. This important text/reference proposes a radically different approach to this problem, 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.  
520 |a this unique book is highly recommended reading for graduate students, academic and industrial researchers, lecturers, and practitioners working in the field of pattern recognition. Dr. Alejandro Héctor Toselli is an Associate Professor at the Department of Computer Systems and Computation of the Polytechnic University of Valencia, Spain. Dr. Enrique Vidal and Dr. Francisco Casacuberta both hold the title of Full Professor at the same institution 
520 |a Topics and features: Presents a thorough introduction to the fundamental concepts and general PR approaches for multimodal interaction modelling and search (or inference) Provides numerous examples and a helpful Glossary Includes work carried out in the context of the Spanish research program Multimodal Interaction in PatternRecognition and Computer Vision (MIPRCV), which involves more than 100 highly-qualified researchers from ten research institutions 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 through the Internet Addressing the emerging field of interactive and multimodal systems in a fresh, unified and integrated way,