國立虎尾科技大學 |

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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	High-Dimensional and Low-Quality Visual Information Processing/ by Yue Deng.
其他題名:	From Structured Sensing and Understanding /
作者:	Deng, Yue.
面頁冊數:	XV, 99 p. 23 illus., 18 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Signal processing. -
電子資源:	https://doi.org/10.1007/978-3-662-44526-6
ISBN:	9783662445266

High-Dimensional and Low-Quality Visual Information Processing = From Structured Sensing and Understanding /
Deng, Yue.

High-Dimensional and Low-Quality Visual Information ProcessingFrom Structured Sensing and Understanding /[electronic resource] :by Yue Deng. - 1st ed. 2015. - XV, 99 p. 23 illus., 18 illus. in color.online resource. - Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053. - Springer Theses, Recognizing Outstanding Ph.D. Research,.

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.

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.

ISBN: 9783662445266

Standard No.: 10.1007/978-3-662-44526-6doiSubjects--Topical Terms:

561459
Signal processing.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382

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