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.
Produkteigenschaften
- Artikelnummer: 9783662445259
- Medium: Buch
- ISBN: 978-3-662-44525-9
- Verlag: Springer
- Erscheinungstermin: 18.09.2014
- Sprache(n): Englisch
- Auflage: 2015
- Serie: Springer Theses
- Produktform: Gebunden, HC runder Rücken kaschiert
- Gewicht: 348 g
- Seiten: 99
- Format (B x H x T): 160 x 241 x 13 mm
- Ausgabetyp: Kein, Unbekannt
