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High-Dimensional and Low-Quality Visual Information Processing

Name: High-Dimensional and Low-Quality Visual Information Processing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 14277970
Price: 58.51 EUR
Availability: InStock
Author: Yue Deng
ISBN: 9783662525630

From Structured Sensing and Understanding

Yue Deng

Language

English

Book Paperback

Libristo code: 14277970

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2016

This thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimens... Full description

Libristo code: 14277970

141 b

58.51 €

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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.