Multi-resolution Image Fusion in Remote Sensing
eBook - PDF

Multi-resolution Image Fusion in Remote Sensing

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Multi-resolution Image Fusion in Remote Sensing

About this book

Written in an easy-to-follow approach, the text will help the readers to understand the techniques and applications of image fusion for remotely sensed multi-spectral images. It covers important multi-resolution fusion concepts along with the state-of-the-art methods including super resolution and multi stage guided filters. It includes in depth analysis on degradation estimation, Gabor Prior and Markov Random Field (MRF) Prior. Concepts such as guided filter and difference of Gaussian are discussed comprehensively. Novel techniques in multi-resolution fusion by making use of regularization are explained in detail. It also includes different quality assessment measures used in testing the quality of fusion. Real-life applications and plenty of multi-resolution images are provided in the text for enhanced learning.

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Yes, you can access Multi-resolution Image Fusion in Remote Sensing by Manjunath V. Joshi,Kishor P. Upla in PDF and/or ePUB format, as well as other popular books in Computer Science & Digital Media. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. MultiresolutionImage Fusion in Remote Sensing
  3. Title Page
  4. Copyright Page
  5. Dedication
  6. Contents
  7. List of Figures
  8. List of Tables
  9. Preface
  10. Acknowledgments
  11. CHAPTER 1: Introduction
  12. CHAPTER 2: Literature Review
  13. CHAPTER 3: Image Fusion Using Different Edge-preserving Filters
  14. CHAPTER 4: Image Fusion: Model Based Approach with Degradation Estimation
  15. CHAPTER 5: Use of Self-similarity and Gabor Prior
  16. CHAPTER 6: Image Fusion: Application to Super-resolution of Natural Images
  17. CHAPTER 7: Conclusion and Directions for Future Research
  18. Bibliography