國立虎尾科技大學 |

Hyperspectral Image Processing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Hyperspectral Image Processing/ by Liguo Wang, Chunhui Zhao.
作者:	Wang, Liguo.
其他作者:	Zhao, Chunhui.
面頁冊數:	XVII, 315 p. 121 illus., 15 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Signal processing. -
電子資源:	https://doi.org/10.1007/978-3-662-47456-3
ISBN:	9783662474563

Hyperspectral Image Processing
Wang, Liguo.

Hyperspectral Image Processing[electronic resource] /by Liguo Wang, Chunhui Zhao. - 1st ed. 2016. - XVII, 315 p. 121 illus., 15 illus. in color.online resource.

Basic theory and main processing techniques of hyperspectral remote sensing -- Classification technique for HSI -- Endmember extraction technique of HSI -- Spectral unmixing technique of HSI -- Sub-pixel mapping technique of HSI -- Super-resolution technique of HSI -- Anomaly detection technique of HSI -- Dimensionality reduction and compression technique of HSI -- Introduction to hyperspectral remote sensing applications.

Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping, and MAP/POCS-based super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.

ISBN: 9783662474563

Standard No.: 10.1007/978-3-662-47456-3doiSubjects--Topical Terms:

561459
Signal processing.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382

Hyperspectral Image Processing
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