Hidden Bibliographic Details
| ISBN: | 9783662445266
3662445263
9783662445259
3662445255
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| Notes: | "Doctoral thesis accepted by Tsinghua University, Beijing, China."
Includes bibliographical references and index.
Print version record.
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| Summary: | 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.
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| Other form: | Print version: Deng, Yue. High-dimensional and low-quality visual information processing 3662445255
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| Standard no.: | 10.1007/978-3-662-44526-6
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