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High-Dimensional and Low-Quality Visual Information Processing

From Structured Sensing and Understanding

Medium: Buch
ISBN: 978-3-662-44525-9
Verlag: Springer
Erscheinungstermin: 18.09.2014
Lieferfrist: bis zu 10 Tage

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
Autoren/Hrsg.

Autoren

Introduction.- Sparse Structure for Visual Signal Sensing.- Graph Structure for Visual Signal Sensing.- Discriminative Structure for Visual Signal Understanding.- Information Theoretic Structure for Visual Signal Understanding.- Conclusions.