About this book
Introduction
With the explosion of Internet technology and graphics engines, digital images are now everywhere. Image capturing tools are all pervading - in our pockets to inside a satellite. And although imaging applications demand an availability to high resolution images, such images are not picture perfect and may be lacking sufficient details. This requires that these images be super-resolved for improved details. How to achieve this is what constitutes research in the area of image super-resolution.
Motion-Free Super-Resolution explores new technology for image super-resolution - applying cues other than the motion cue in super-resolving a scene. This book will serve as an essential reference for both academecians and practicing engineers in the area of image processing and computer vision, as well as providing a basis for ongoing research in this field.
Keywords
Interpolation MAP estimation blind restoration defocus phenomenon image modeling imaging low-resolution image formation modeling performance photometry super resolution wavelet coefficients wavelets zoom cue
Bibliographic information
- Book Title Motion-Free Super-Resolution
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Authors
Subhasis Chaudhuri
Joshi Manjunath
- DOI https://doi.org/10.1007/b136446
- Copyright Information Springer Science+Business Media, Inc. 2005
- Publisher Name Springer, Boston, MA
- eBook Packages Computer Science Computer Science (R0)
- Hardcover ISBN 978-0-387-25890-4
- Softcover ISBN 978-1-4419-3848-0
- eBook ISBN 978-0-387-25908-6
- Edition Number 1
- Number of Pages XIII, 239
- Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
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Topics
Computer Imaging, Vision, Pattern Recognition and Graphics
Multimedia Information Systems
Computer Graphics
Image Processing and Computer Vision
- Buy this book on publisher's site
Reviews
From the reviews:
"The authors introduce us to motionless or motion-free methods for super-resolution in this book. … is written clearly, and presents its core topics in well-organized chapters. … The basic theory of each chapter is clearly presented, and is developed in a step-by-step fashion that makes it easy to follow. This will be a good starting point for researchers who want to get involve in image super-resolution. I believe experienced researchers will also find this book useful for seeing the overall picture of the super-resolution problem." (Fatih Kurugollu, Computing Reviews, November, 2005)