Multimodal Interactive Pattern Recognition and Applications (Hardcover)
暫譯: 多模態互動模式識別與應用(精裝版)
Alejandro Héctor Toselli, Enrique Vidal, Francisco Casacuberta
- 出版商: Springer
- 出版日期: 2011-05-28
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 274
- 裝訂: Hardcover
- ISBN: 0857294784
- ISBN-13: 9780857294784
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相關主題
商品描述
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.
商品描述(中文翻譯)
本書提出了一種不同的模式識別(PR)系統方法,在此方法中,系統的使用者參與識別過程。這有助於避免後期錯誤並降低與後處理相關的成本。本書還探討了機器與使用者之間的一系列先進多模態互動,包括手寫、語音和手勢。特點包括:介紹多模態互動建模和搜尋(或推理)的基本概念和一般PR方法;提供大量範例和有用的術語表;討論計算機輔助手寫和口語文件轉錄的方法;檢視計算機輔助語言翻譯、互動文本生成和解析、基於相關性的圖像檢索以及互動文件佈局分析的系統;回顧幾個多模態互動PR應用的完整工作原型,包括可以在互聯網上公開訪問的現場演示。