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Real-Time Recursive Hyperspectral Sample and Band Processing

Algorithm Architecture and Implementation

  • Chein-I Chang

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Chein-I Chang
    Pages 1-28
  3. Fundamentals

    1. Front Matter
      Pages 29-29
    2. Chein-I Chang
      Pages 31-47
  4. Sample Spectral Statistics-Based Recursive Hyperspectral Sample Processing

  5. Signature Spectral Statistics-Based Recursive Hyperspectral Sample Processing

  6. Sample Spectral Statistics-Based Recursive Hyperspectral Band Processing

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

  8. Back Matter
    Pages 653-690

About this book

Introduction

This book explores recursive architectures in designing progressive hyperspectral imaging algorithms. In particular, it makes progressive imaging algorithms recursive by introducing the concept of Kalman filtering in algorithm design so that hyperspectral imagery can be processed not only progressively sample by sample or band by band but also recursively via recursive equations. This book can be considered a companion book of author’s books, Real-Time Progressive Hyperspectral Image Processing, published by Springer in 2016.


  • Explores recursive structures in algorithm architecture
  • Implements algorithmic recursive architecture in conjunction with progressive sample and band processing
  • Derives Recursive Hyperspectral Sample Processing (RHSP) techniques according to Band-Interleaved Sample/Pixel (BIS/BIP) acquisition format
  • Develops Recursive Hyperspectral Band Processing (RHBP) techniques according to Band SeQuential (BSQ) acquisition format for hyperspectral data

Keywords

Casual hyperspectral image processing Hyperspectral data analysis Hyperspectral imaging Progressive hyperspectral image processing Real-time hyperspectral image processing

Authors and affiliations

  • Chein-I Chang
    • 1
  1. 1.Center for Hyperspectral Imaging in Remote Sensing (CHIRS), Information and Technology CollegeDalian Maritime UniversityDalianChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-45171-8
  • Copyright Information Springer International Publishing Switzerland 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-45170-1
  • Online ISBN 978-3-319-45171-8
  • Buy this book on publisher's site