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portada High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding (Springer Theses)
Type
Physical Book
Publisher
Author
Year
2014
Language
English
Pages
99
Format
Hardcover
ISBN13
9783662445259
Edition No.
2015
Categories

High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding (Springer Theses)

Yue Deng (Author) · Springer · Hardcover

High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding (Springer Theses) - Yue Deng

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Synopsis "High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding (Springer Theses) "

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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