Resolving Spectral Mixtures

Written By Anonim
Resolving Spectral Mixtures
  • Publsiher : Elsevier
  • Release : 13 August 2016
  • ISBN : 0444636447
  • Pages : 674 pages
  • Rating : /5 from reviews
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Download or read book entitled Resolving Spectral Mixtures by author: Anonim which was release on 13 August 2016 and published by Elsevier with total page 674 pages . This book available in PDF, EPUB and Kindle Format. Resolving Spectral Mixtures: With Applications from Ultrafast Time-Resolved Spectroscopy to Superresolution Imaging offers a comprehensive look into the most important models and frameworks essential to resolving the spectral unmixing problem—from multivariate curve resolution and multi-way analysis to Bayesian positive source separation and nonlinear unmixing. Unravelling total spectral data into the contributions from individual unknown components with limited prior information is a complex problem that has attracted continuous interest for almost four decades. Spectral unmixing is a topic of interest in statistics, chemometrics, signal processing, and image analysis. For decades, researchers from these fields were often unaware of the work in other disciplines due to their different scientific and technical backgrounds and interest in different objects or samples. This led to the development of quite different approaches to solving the same problem. This multi-authored book will bridge the gap between disciplines with contributions from a number of well-known and strongly active chemometric and signal processing research groups. Among chemists, multivariate curve resolution methods are preferred to extract information about the nature, amount, and location in time (process) and space (imaging and microscopy) of chemical constituents in complex samples. In signal processing, assumptions are usually around statistical independence of the extracted components. However, the chapters include the complexity of the spectral data to be unmixed as well as dimensionality and size of the data sets. Advanced spectroscopy is the key thread linking the different chapters. Applications cover a large part of the electromagnetic spectrum. Time-resolution ranges from femtosecond to second in process spectroscopy and spatial resolution covers the submicronic to macroscopic scale in hyperspectral imaging. Demonstrates how and why data analysis, signal processing, and chemometrics are essential to the spectral unmixing problem Guides the reader through the fundamentals and details of the different methods Presents extensive plots, graphical representations, and illustrations to help readers understand the features of different techniques and to interpret results Bridges the gap between disciplines with contributions from a number of well-known and highly active chemometric and signal processing research groups

Resolving Spectral Mixtures

Resolving Spectral Mixtures
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2016-08-13
  • Total pages : 674
  • ISBN : 0444636447
GET BOOK

Summary : Resolving Spectral Mixtures: With Applications from Ultrafast Time-Resolved Spectroscopy to Superresolution Imaging offers a comprehensive look into the most important models and frameworks essential to resolving the spectral unmixing problem—from multivariate curve resolution and multi-way analysis to Bayesian positive source separation and nonlinear unmixing. Unravelling total spectral data into ...

Automated Snow Mapping and Identification of Sub resolution Spectral Mixtures with High resolution Satellite and Aircraft Data

Automated Snow Mapping and Identification of Sub resolution Spectral Mixtures with High resolution Satellite and Aircraft Data
  • Author : Jeff Dozier,Walter Rosenthal
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 72
  • ISBN : 0444636447
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Summary : Read online Automated Snow Mapping and Identification of Sub resolution Spectral Mixtures with High resolution Satellite and Aircraft Data written by Jeff Dozier,Walter Rosenthal, published by which was released on 1993. Download full Automated Snow Mapping and Identification of Sub resolution Spectral Mixtures with High resolution Satellite and Aircraft Data ...

A Numerical Least square Method for Resolving Complex Pulse Height Spectra

A Numerical Least square Method for Resolving Complex Pulse Height Spectra
  • Author : R. L. Schmadebeck
  • Publisher : Unknown
  • Release Date : 1968
  • Total pages : 173
  • ISBN : 0444636447
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Summary : Read online A Numerical Least square Method for Resolving Complex Pulse Height Spectra written by R. L. Schmadebeck, published by which was released on 1968. Download full A Numerical Least square Method for Resolving Complex Pulse Height Spectra Books now! Available in PDF, ePub and Kindle....

Lunar and Planetary Science

Lunar and Planetary Science
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Lunar and Planetary Science written by , published by which was released on 1995. Download full Lunar and Planetary Science Books now! Available in PDF, ePub and Kindle....

Lunar and Planetary Science XXVI

Lunar and Planetary Science XXVI
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Lunar and Planetary Science XXVI written by , published by which was released on 1995. Download full Lunar and Planetary Science XXVI Books now! Available in PDF, ePub and Kindle....

Spectral Mixture for Remote Sensing

Spectral Mixture for Remote Sensing
  • Author : Yosio Edemir Shimabukuro,Flávio Jorge Ponzoni
  • Publisher : Springer
  • Release Date : 2018-11-10
  • Total pages : 80
  • ISBN : 0444636447
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Summary : This book explains in a didactic way the basic concepts of spectral mixing, digital numbers and orbital sensors, and then presents the linear modelling technique of spectral mixing and the generation of fractional images. In addition to presenting a theoretical basis for spectral mixing, the book provides examples of practical ...

An Image Fusion Algorithm for Spatially Enhancing Spectral Mixture Maps

An Image Fusion Algorithm for Spatially Enhancing Spectral Mixture Maps
  • Author : Harry N. Gross
  • Publisher : Unknown
  • Release Date : 1997-01-01
  • Total pages : 127
  • ISBN : 0444636447
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Summary : An image fusion algorithm, based upon spectral mixture analysis, is presented. The algorithm combines low spatial resolution multi/hyperspectral data with high spatial resolution sharpening image(s) to create high resolution material maps. Spectral (un)mixing estimates the percentage of each material (called endmembers) within each low resolution pixel. The ...

Encyclopedia of Chemical Technology

Encyclopedia of Chemical Technology
  • Author : Anthony Standen
  • Publisher : Unknown
  • Release Date : 1967
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Encyclopedia of Chemical Technology written by Anthony Standen, published by which was released on 1967. Download full Encyclopedia of Chemical Technology Books now! Available in PDF, ePub and Kindle....

Applied Spectroscopy

Applied Spectroscopy
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Applied Spectroscopy written by , published by which was released on 2007. Download full Applied Spectroscopy Books now! Available in PDF, ePub and Kindle....

Hyperspectral Imaging

Hyperspectral Imaging
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2019-09-29
  • Total pages : 800
  • ISBN : 0444636447
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Summary : Hyperspectral Imaging, Volume 32, presents a comprehensive exploration of the different analytical methodologies applied on hyperspectral imaging and a state-of-the-art analysis of applications in different scientific and industrial areas. This book presents, for the first time, a comprehensive collection of the main multivariate algorithms used for hyperspectral image analysis in different ...

Forest Structure Classification of Moderate Resolution Satellite Imagery Using Spectral Mixture Analysis and Topographic Normalization

Forest Structure Classification of Moderate Resolution Satellite Imagery Using Spectral Mixture Analysis and Topographic Normalization
  • Author : Stefan Paul Gaston
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 114
  • ISBN : 0444636447
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Summary : Read online Forest Structure Classification of Moderate Resolution Satellite Imagery Using Spectral Mixture Analysis and Topographic Normalization written by Stefan Paul Gaston, published by which was released on 2007. Download full Forest Structure Classification of Moderate Resolution Satellite Imagery Using Spectral Mixture Analysis and Topographic Normalization Books now! Available in PDF, ...

Journal of Analytical Chemistry of the USSR

Journal of Analytical Chemistry of the USSR
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1982
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Journal of Analytical Chemistry of the USSR written by , published by which was released on 1982. Download full Journal of Analytical Chemistry of the USSR Books now! Available in PDF, ePub and Kindle....

Analysis of the Effectiveness of Spectral Mixture Analysis and Markov Random Field Based Super Resolution Mapping in the Context of Urban Composition

Analysis of the Effectiveness of Spectral Mixture Analysis and Markov Random Field Based Super Resolution Mapping in the Context of Urban Composition
  • Author : D.R. Welikanna
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 57
  • ISBN : 0444636447
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Summary : Read online Analysis of the Effectiveness of Spectral Mixture Analysis and Markov Random Field Based Super Resolution Mapping in the Context of Urban Composition written by D.R. Welikanna, published by which was released on 2008. Download full Analysis of the Effectiveness of Spectral Mixture Analysis and Markov Random Field Based ...

Analysis of Biomarkers of Lipid Peroxidation Using Mass Spectrometry

Analysis of Biomarkers of Lipid Peroxidation Using Mass Spectrometry
  • Author : Bernd Andreas Bruenner
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 246
  • ISBN : 0444636447
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Summary : Read online Analysis of Biomarkers of Lipid Peroxidation Using Mass Spectrometry written by Bernd Andreas Bruenner, published by which was released on 1995. Download full Analysis of Biomarkers of Lipid Peroxidation Using Mass Spectrometry Books now! Available in PDF, ePub and Kindle....

Proceedings Symposium on Machine Processing of Remotely Sensed Data

Proceedings   Symposium on Machine Processing of Remotely Sensed Data
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1981
  • Total pages : 212
  • ISBN : 0444636447
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Summary : Read online Proceedings Symposium on Machine Processing of Remotely Sensed Data written by , published by which was released on 1981. Download full Proceedings Symposium on Machine Processing of Remotely Sensed Data Books now! Available in PDF, ePub and Kindle....