Erschienen: 18.09.2014 Abbildung von Deng | High-Dimensional and Low-Quality Visual Information Processing | 1. Auflage | 2014 | beck-shop.de

Deng

High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

Buch. Hardcover

2014

xv, 99 S. 5 s/w-Abbildungen, 18 Farbabbildungen, Bibliographien

In englischer Sprache

Springer. ISBN 978-3-662-44525-9

Format (B x L): 15,5 x 23,5 cm

Gewicht: 345 g

Das Werk ist Teil der Reihe: Springer Theses

Produktbeschreibung

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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