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High-Dimensional and Low-Quality Visual Information Processing

High-Dimensional and Low-Quality Visual Information Processing

Yue Deng

66,71 €
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Editorial:
Springer Nature B.V.
Año de edición:
2014
Materia
Aplicaciones gráficas y multimedia
ISBN:
9783662445259

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Sobre IBD

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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  • High-Dimensional and Low-Quality Visual Information Processing
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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 informati...
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