Iterative-Interpolation Super-Resolution Image Reconstruction
A Computationally Efficient Technique
(Sprache: Englisch)
This book presents a novel, hybrid, computationally-efficient reconstruction scheme for solving the problem of super-resolution restoration of high-resolution images from sequences of geometrically warped, aliased and under-sampled low-resolution images.
Voraussichtlich lieferbar in 3 Tag(en)
versandkostenfrei
Buch (Kartoniert)
106.99 €
Produktdetails
Produktinformationen zu „Iterative-Interpolation Super-Resolution Image Reconstruction “
This book presents a novel, hybrid, computationally-efficient reconstruction scheme for solving the problem of super-resolution restoration of high-resolution images from sequences of geometrically warped, aliased and under-sampled low-resolution images.
Klappentext zu „Iterative-Interpolation Super-Resolution Image Reconstruction “
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.
Inhaltsverzeichnis zu „Iterative-Interpolation Super-Resolution Image Reconstruction “
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.
Bibliographische Angaben
- Autor: Vivek Bannore
- 2010, XIII, 113 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3642101453
- ISBN-13: 9783642101458
Sprache:
Englisch
Kommentar zu "Iterative-Interpolation Super-Resolution Image Reconstruction"
0 Gebrauchte Artikel zu „Iterative-Interpolation Super-Resolution Image Reconstruction“
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Iterative-Interpolation Super-Resolution Image Reconstruction".
Kommentar verfassen