Recent Advances in Image Restoration with Applications to Real World Problems

Recent Advances in Image Restoration with Applications to Real World Problems

2020 | ISBN: 1839683562 9781839683565 1839683554 9781839683558 1839683570 9781839683572 | 154 Pages | PDF | 30 MB

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. Practical applications are also included.

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.

1. Introductory Chapter: Recent Advances in Image Restoration
2. Resolution Enhancement of Hyperspectral Data Exploiting Real Multi-Platform Data
3. Application of Deep Learning Approaches for Enhancing Mastcam Images
4. Generative Adversarial Networks for Visible to Infrared Video Conversion
5. Style-Based Unsupervised Learning for Real-World Face Image Super-Resolution
6. Spatiotemporal Fusion in Remote Sensing
7. 3D Reconstruction through Fusion of Cross-View Images
8. Practical Digital Terrain Model Extraction Using Image Inpainting Techniques


[Fast Download] Recent Advances in Image Restoration with Applications to Real World Problems

Related eBooks:
Recording Secrets for the Small Studio
Screen Genealogies : From Optical Device to Environmental Medium
From Sounds to Music and Emotions
Audiovisual Speech Processing
Audio and Video Systems: Principles, Maintenance and Troubleshooting
Digital Image Processing Using Matlab
Mic It!: Microphones, Microphone Techniques, and Their Impact on the Final Mix
The Digital Television Revolution: Origins to Outcomes
Perceptual Digital Imaging: Methods and Applications
The TAB Guide to Vacuum Tube Audio: Understanding and Building Tube Amps
Virtual Apprentice
MATLAB & Simulink Audio System Toolbox User's Guide
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.