Open access peer-reviewed Edited Volume

Recent Advances in Image Restoration with Applications to Real World Problems

Edited by Chiman Kwan

Signal Processing, Inc.

In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these issues such as blurring, measurement noise, mosaicing artifacts, low spatial or spectral resolution, etc. can seriously affect the accuracy of the aforementioned applications. This book intends to provide the reader with a glimpse of the latest developments and recent advances in image restoration, which includes image super-resolution, image fusion to enhance spatial, spectral resolution, and temporal resolutions, and the generation of synthetic images using deep learning techniques. Some practical applications are also included.

Read more >
Knowledge Unlatched

This book has been funded by Knowledge Unlatched. More information on this initiative can be found on http://www.knowledgeunlatched.org

Order hardcopy
IntechOpen
Recent Advances in Image Restoration with Applications to Real World ProblemsEdited by Chiman Kwan

Published: November 4th 2020

DOI: 10.5772/intechopen.90607

ISBN: 978-1-83968-356-5

Print ISBN: 978-1-83968-355-8

eBook (PDF) ISBN: 978-1-83968-357-2

Copyright year: 2020

Books open for chapter submissions

640 Total Chapter Downloads

chaptersDownloads

Open access peer-reviewed

1. Introductory Chapter: Recent Advances in Image Restoration

By Chiman Kwan

73

Open access peer-reviewed

2. Resolution Enhancement of Hyperspectral Data Exploiting Real Multi-Platform Data

By Rocco Restaino, Gemine Vivone, Paolo Addesso, Daniele Picone and Jocelyn Chanussot

76

Open access peer-reviewed

3. Application of Deep Learning Approaches for Enhancing Mastcam Images

By Ying Qu, Hairong Qi and Chiman Kwan

69

Open access peer-reviewed

4. Generative Adversarial Networks for Visible to Infrared Video Conversion

By Mohammad Shahab Uddin and Jiang Li

76

Open access peer-reviewed

5. Style-Based Unsupervised Learning for Real-World Face Image Super-Resolution

By Ahmed Cheikh Sidiya and Xin Li

78

Open access peer-reviewed

6. Spatiotemporal Fusion in Remote Sensing

By Hessah Albanwan and Rongjun Qin

105

Open access peer-reviewed

7. 3D Reconstruction through Fusion of Cross-View Images

By Rongjun Qin, Shuang Song, Xiao Ling and Mostafa Elhashash

116

Open access peer-reviewed

8. Practical Digital Terrain Model Extraction Using Image Inpainting Techniques

By Chiman Kwan, David Gribben, Bulent Ayhan and Jude Larkin

62

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI

Order a hardcopy of the Edited Volume

Free shipping with DHL Express

Hardcover (ex. VAT)£119

Order now

Residents of European Union countries need to add a Book Value-Added Tax of 5%. Institutions and companies, registered as VAT taxable entities in their own EU member state, will not pay VAT by providing IntechOpen with their VAT registration number. This is made possible by the EU reverse charge method.

Special discount for IntechOpen contributors

All IntechOpen contributors are offered special discounts starting at 40% OFF available through your personal dashboard

Login and purchase