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Book synopsis

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.

Book details

Book category Books in English Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Full title: High-Dimensional and Low-Quality Visual Information Processing
• Subtitle: From Structured Sensing and Understanding
• Author: Yue Deng
• Language: English
• Binding: Paperback
• Number of pages: 99
• EAN: 9783662525630
• ISBN: 3662525631
• ID: 14277970
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 1883 g
• Dimensions: 235 × 155 × 8 mm
• Date of publishing: 17. September 2016

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