High-dimensional and low-quality visual information processing

Autor*innen

• Yue Deng

Parameter

• 99 Seiten
• 4 Lesestunden

• Informatik & Programmierung

Mehr zum Buch

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.

• Sprache: Englisch
• Erscheinungsdatum: 2015
• Einband: Hardcover