High-Dimensional and Low-Quality Visual Information Processing: From Structured Sensing and Understanding (Springer Theses)
Yue Deng
- 出版商: Springer
- 出版日期: 2014-09-18
- 售價: $2,360
- 貴賓價: 9.5 折 $2,242
- 語言: 英文
- 頁數: 99
- 裝訂: Hardcover
- ISBN: 3662445255
- ISBN-13: 9783662445259
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商品描述
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.