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Chang, Chein-I

Real-Time Recursive Hyperspectral Sample and Band Processing

Chang, Chein-I - Real-Time Recursive Hyperspectral Sample and Band Processing, ebook

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ISBN: 9783319451718
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Table of contents

1. Introduction
Chein-I Chang

Part I. Fundamentals

2. Simplex Volume Calculation
Chein-I Chang

3. Discrete-Time Kalman Filtering for Hyperspectral Processing
Chein-I Chang

4. Target-Specified Virtual Dimensionality for Hyperspectral Imagery
Chein-I Chang

Part II. Sample Spectral Statistics-Based Recursive Hyperspectral Sample Processing

5. Real-Time Recursive Hyperspectral Sample Processing for Active Target Detection: Constrained Energy Minimization
Chein-I Chang

6. Real-Time Recursive Hyperspectral Sample Processing for Passive Target Detection: Anomaly Detection
Chein-I Chang

Part III. Signature Spectral Statistics-Based Recursive Hyperspectral Sample Processing

7. Recursive Hyperspectral Sample Processing of Automatic Target Generation Process
Chein-I Chang

8. Recursive Hyperspectral Sample Processing of Orthogonal Subspace Projection
Chein-I Chang

9. Recursive Hyperspectral Sample Processing of Linear Spectral Mixture Analysis
Chein-I Chang

10. Recursive Hyperspectral Sample Processing of Maximum Likelihood Estimation
Chein-I Chang

11. Recursive Hyperspectral Sample Processing of Orthogonal Projection-Based Simplex Growing Algorithm
Chein-I Chang

12. Recursive Hyperspectral Sample Processing of Geometric Simplex Growing Algorithm
Chein-I Chang

Part IV. Sample Spectral Statistics-Based Recursive Hyperspectral Band Processing

13. Recursive Hyperspectral Band Processing for Active Target Detection: Constrained Energy Minimization
Chein-I Chang

14. Recursive Hyperspectral Band Processing for Passive Target Detection: Anomaly Detection
Chein-I Chang

Part V. Signature Spectral Statistics-Based Recursive Hyperspectral Band Processing (RHBP)

15. Recursive Hyperspectral Band Processing of Automatic Target Generation Process
Chein-I Chang

16. Recursive Hyperspectral Band Processing of Orthogonal Subspace Projection
Chein-I Chang

17. Recursive Hyperspectral Band Processing of Linear Spectral Mixture Analysis
Chein-I Chang

18. Recursive Hyperspectral Band Processing of Growing Simplex Volume Analysis
Chein-I Chang

19. Recursive Hyperspectral Band Processing of Iterative Pixel Purity Index
Chein-I Chang

20. Recursive Band Processing of Fast Iterative Pixel Purity Index
Chein-I Chang

21. Conclusions
Chein-I Chang

Keywords: Engineering, Signal, Image and Speech Processing, Image Processing and Computer Vision, Pattern Recognition, Biometrics

Author(s)
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Page amount
23 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319451718
Printed ISBN
978-3-319-45170-1

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