High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

von Yue Deng

99 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Springer Theses
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik
• ISBN: 9783662525630
• Sprache: Englisch
• Erscheinungsdatum: 17.09.2016
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Berlin