Erschienen: 04.09.2014 Abbildung von Deng | High-Dimensional and Low-Quality Visual Information Processing | 1. Auflage | 2014 |


High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

eBook. PDF


2015. 2014

In englischer Sprache

Springer-Verlag GmbH. ISBN 978-3-662-44526-6

Das Werk ist Teil der Reihe: 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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