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Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection - Softcover

 
9781441961884: Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection

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Synopsis

Overview and Introduction.- Part I: Preliminaries.- Linear Spectral Mixture Analysis.- Finding Endmembers in Hyperspectral Imagery.- Linear Spectral Unmixing with Three Criteria, Least Squares Error, Simplex Volume and Orthogonal Projection.- Hyperspectral Target Detection.- Part II: Sample-wise Sequential Processes for Finding Endmembers.- Abundance-Unconstrained Sequential Endmember Finding Algorithms: Orthogonal Projection.- Fully Abundance-Constrained Sequential Endmember Finding Algorithms: Simplex Volume Analysis.- Partially Abundance Non-Negativity-Constrained Endmember Finding Algorithms: Convex Cone Volume Analysis.- Fully Abundance-Constrained Sequential Linear Spectral Mixture Analysis for Finding Endmembers.- Part III: Sample-Wise Progressive Processes for Finding Endmembers.- Abundance-Unconstrained Progressive Endmember Finding Algorithms: Orthogonal Projection.- Fully Abundance-Unconstrained Progressive Endmember Finding Algorithms: Simplex Volume Analysis.- Partially Abundance Non-Negativity-Constrained Progressive Endmember Finding Algorithms: Convex Cone Volume Analysis.- Sully Abundance-Constrained Progressive Linear Spectral Mixture Analysis for Finding Endmembers.- Part IV: Sample-Wise Progressive Unsupervised Target Detection.- Progressive Anomaly Detection.- Progressive Adaptive Anomaly Detection.- Progressive Window-Based Anomaly Detection.- Progressive Subpixel Target Detectio  n and Classification.

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  • PublisherSpringer
  • Publication date2016
  • ISBN 10 1441961887
  • ISBN 13 9781441961884
  • BindingPaperback
  • LanguageEnglish

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9781441961860: Real-Time Progressive Hyperspectral Image Processing: Endmember Finding and Anomaly Detection

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ISBN 10:  1441961860 ISBN 13:  9781441961860
Publisher: Springer, 2016
Hardcover