Multimodal Interactive Pattern Recognition and Applications
(Sprache: Englisch)
Here is a different approach to pattern recognition systems, in which users of a system are involved during the recognition process, and examines a range of advanced multimodal interactions between machine and users, including handwriting, speech and gesture.
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Here is a different approach to pattern recognition systems, in which users of a system are involved during the recognition process, and examines a range of advanced multimodal interactions between machine and users, including handwriting, speech and gesture.
Klappentext zu „Multimodal Interactive Pattern Recognition and Applications “
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.
Inhaltsverzeichnis zu „Multimodal Interactive Pattern Recognition and Applications “
- 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
Bibliographische Angaben
- Autoren: Alejandro Héctor Toselli , Enrique Vidal , Francisco Casacuberta
- 2014, 2011, XVI, 274 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1447159322
- ISBN-13: 9781447159322
Sprache:
Englisch
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