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High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

Language EnglishEnglish
Book Hardback
Book High-Dimensional and Low-Quality Visual Information Processing Yue Deng
Libristo code: 05158637
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2014
This thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimens... Full description
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This thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimensional and low-quality visual information. After exploring the inherent structures of the visual data, it proposes a number of computational models covering an extensive range of mathematical topics, including compressive sensing, graph theory, probabilistic learning and information theory. These computational models are also applied to address a number of real-world problems including biometric recognition, stereo signal reconstruction, natural scene parsing, and SAR image processing.§

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About the book

Full name High-Dimensional and Low-Quality Visual Information Processing
Author Yue Deng
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 99
EAN 9783662445259
ISBN 3662445255
Libristo code 05158637
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 348
Dimensions 155 x 235 x 13

Categories

Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Computer security > Data encryption
Computing & Information Technology > Computer science > Signal processing
Computing & Information Technology > Computer science > Image processing
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