Hyperspectral Data Processing: Algorithm Design and Analysis free ebook download.

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Hyperspectral Data Processing: Algorithm Design and Analysis free ebook download

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Physics

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Author(s):	Chein-I Chang

Date:	2013	Format:	PDF	Language:	English	ISBN/ASIN:	0471690562
Pages:	1164	OCR:		Quality:		ISBN13:
Uploader:	Gustavi	Upload Date:	10/23/2019 8:29:21 AM

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Hyperspectral Data Processing: Algorithm Design and Analysis is a culmination of the research conducted in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. Specifically, it treats hyperspectral image processing and hyperspectral signal processing as separate subjects in two different categories.

Most materials covered in this book can be used in conjunction with the authors first book, Hyperspectral Imaging: Techniques for Spectral Detection and Classification, without much overlap.

Many results in this book are either new or have not been explored, presented, or published in the public domain. These include various aspects of endmember extraction, unsupervised linear spectral mixture analysis, hyperspectral information compression, hyperspectral signal coding and characterization, as well as applications to conceal target detection, multispectral imaging, and magnetic resonance imaging. Hyperspectral Data Processing contains eight major sections:

Part I: provides fundamentals of hyperspectral data processing
 Part II: offers various algorithm designs for endmember extraction
 Part III: derives theory for supervised linear spectral mixture analysis
 Part IV: designs unsupervised methods for hyperspectral image analysis
 Part V: explores new concepts on hyperspectral information compression
 Parts VI & VII: develops techniques for hyperspectral signal coding and characterization
 Part VIII: presents applications in multispectral imaging and magnetic resonance imaging
Hyperspectral Data Processing compiles an algorithm compendium with MATLAB codes in an appendix to help readers implement many important algorithms developed in this book and write their own program codes without relying on software packages.
Hyperspectral Data Processing is a valuable reference for those who have been involved with hyperspectral imaging and its techniques, as well those who are new to the subject.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2613521	Book	https://novafile.com/zrstnwjbpgf6...		46.50	Gustavi

Tags: Algorithm Analysis Data Design Hyperspectral Processing

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