
Iterative-Interpolation Super-Resolution Image Reconstruction
A Computationally Efficient Technique
Vivek Bannore(Author)
Springer (Publisher)
Published on 28. October 2010
Book
Paperback/Softback
XIII, 113 pages
978-3-642-10145-8 (ISBN)
Description
To my wife, Mitu - Vivek Bannore Preface Preface In many imaging systems, under-sampling and aliasing occurs frequently leading to degradation of image quality. Due to the limited number of sensors available on the digital cameras, the quality of images captured is also limited. Factors such as optical or atmospheric blur and sensor noise can also contribute further to the d- radation of image quality. Super-Resolution is an image reconstruction technique that enhances a sequence of low-resolution images or video frames by increasing the spatial resolution of the images. Each of these low-resolution images contain only incomplete scene information and are geometrically warped, aliased, and - der-sampled. Super-resolution technique intelligently fuses the incomplete scene information from several consecutive low-resolution frames to reconstruct a hi- resolution representation of the original scene. In the last decade, with the advent of new technologies in both civil and mi- tary domain, more computer vision applications are being developed with a demand for high-quality high-resolution images. In fact, the demand for high- resolution images is exponentially increasing and the camera manufacturing te- nology is unable to cope up due to cost efficiency and other practical reasons.
More details
Series
Edition
Softcover reprint of hardcover 1st ed. 2009
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XIII, 113 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 8 mm
Weight
207 gr
ISBN-13
978-3-642-10145-8 (9783642101458)
DOI
10.1007/978-3-642-00385-1
Schweitzer Classification
Other editions
Additional editions

Vivek Bannore
Iterative-Interpolation Super-Resolution Image Reconstruction
A Computationally Efficient Technique
Book
04/2009
Springer
€106.99
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Content
to Super-Resolution.- Overview of Super-Resolution Techniques.- Iterative-Interpolation Super-Resolution (IISR).- Optimization Approach to Super-Resolution Image Reconstruction.- Image Registration for Super-Resolution.- Software Framework.- Conclusion and Future Directions.