Real-time Progressive Hyperspectral Image Processing Endmember Finding And Anoma

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Real-time Progressive Hyperspectral Image Processing Endmember Finding And Anoma

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Real-time Progressive Hyperspectral Image Processing Endmember Finding And Anoma

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Real-time Progressive Hyperspectral Image Processing Endmember Finding And Anoma

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.
  • Brand: Springer Nature B.V
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publication Date: 2018-04-24
  • Publisher / Label: Springer Nature B.V
  • Author: Chein-I Chang
  • Number of Pages: 652
  • Fruugo ID: 557058659-1125327160
  • ISBN: 9781493979257
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