| 书目名称 | Foundations of Large-Scale Multimedia Information Management and Retrieval | | 副标题 | Mathematics of Perce | | 编辑 | Edward Y. Chang | | 视频video | http://file.papertrans.cn/348/347039/347039.mp4 | | 概述 | Written by the utmost expert at Google Inc Dr Edward Chang, Director of Research.Covering knowledge representation, semantic analysis, and scalability issues in one comprehensive book.Written for the | | 图书封面 |  | | 描述 | ."Foundations of Large-Scale Multimedia Information Management and Retrieval: Mathematics of Perception". .covers knowledge representation and semantic analysis of multimedia data and scalability in signal extraction, data mining, and indexing. The book is divided into two parts: Part I - Knowledge Representation and Semantic Analysis focuses on the key components of mathematics of perception as it applies to data management and retrieval. These include feature selection/reduction, knowledge representation, semantic analysis, distance function formulation for measuring similarity, and multimodal fusion. Part II - Scalability Issues presents indexing and distributed methods for scaling up these components for high-dimensional data and Web-scale datasets. The book presents some real-world applications and remarks on future research and development directions. .The book is designed for researchers, graduate students, and practitioners in the fields of Computer Vision, MachineLearning, Large-scale Data Mining, Database, and Multimedia Information Retrieval..Dr. Edward Y. Chang was a professor at the Department of Electrical & Computer Engineering, University of California at Santa Barb | | 出版日期 | Book 2011 | | 关键词 | High-dimensional Indexing; Image Retrieval; Knowledge representation; Large-scale Data Mining; Multimedi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-20429-6 | | isbn_softcover | 978-3-642-44128-8 | | isbn_ebook | 978-3-642-20429-6 | | copyright | Tsinghua University Press Beijing and Springer-Verlag Berlin Heidelberg 2011 |
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