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High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

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Hardback
18 September 2014
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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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    Product Details
    ISBN-13
    9783662445259
    Author
    Yue Deng
    Publisher
    Springer Nature B.V.
    Published
    18 September 2014
    Format
    Hardback

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    $115.93
    Ships in 3-5 business days

    Delivery estimate

    Hurry up! Current stock:

    High-Dimensional and Low-Quality Visual Information Processing

    $115.93

    Description

    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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