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020 _a9780857294791
_9978-0-85729-479-1
040 _cMX-MeUAM
050 4 _aQA76.9.U83
050 4 _aQA76.9.H85
082 0 4 _a005.437
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_223
100 1 _aToselli, Alejandro Héctor.
_eauthor.
245 1 0 _aMultimodal Interactive Pattern Recognition and Applications
_h[recurso electrónico] /
_cby Alejandro Héctor Toselli, Enrique Vidal, Francisco Casacuberta.
264 1 _aLondon :
_bSpringer London :
_bImprint: Springer,
_c2011.
300 _aXVI, 274 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aGeneral 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.
520 _aMany 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. 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 Pattern Recognition 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, 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.
650 0 _aComputer science.
650 0 _aComputer system performance.
650 0 _aComputer network architectures.
650 0 _aInformation systems.
650 1 4 _aComputer Science.
650 2 4 _aUser Interfaces and Human Computer Interaction.
650 2 4 _aComputer Appl. in Administrative Data Processing.
650 2 4 _aProcessor Architectures.
650 2 4 _aSystem Performance and Evaluation.
650 2 4 _aComputer System Implementation.
700 1 _aVidal, Enrique.
_eauthor.
700 1 _aCasacuberta, Francisco.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780857294784
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-0-85729-479-1
596 _a19
942 _cLIBRO_ELEC
999 _c198448
_d198448