High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding

High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding 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. Autor: Yue Deng Wydawnictwo: Springer Rok wydania: 2014 Okładka: twarda Liczba stron: 99 Wymiary: 15.5 x 23.5 x 0.8 cm Ilustracje: 18 Illustrations, color; 5 Illustrations, black and white; XV, 99 p. 23 illus., 18 illus. in color. Język: angielski ISBN: 9783662445259