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High-Dimensional and Low-Quality Visual Information Processing - From Structured Sensing and Understanding (Paperback, Softcover reprint of the original 1st ed. 2015)
Loot Price: R1,794
Discovery Miles 17 940
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High-Dimensional and Low-Quality Visual Information Processing - From Structured Sensing and Understanding (Paperback, Softcover reprint of the original 1st ed. 2015)
Series: Springer Theses
Expected to ship within 10 - 15 working days
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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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