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Iterative-Interpolation Super-Resolution Image Reconstruction

A Computationally Efficient Technique

(Autor)

Buch | Hardcover
XIII, 113 Seiten
2009 | 2009
Springer Berlin (Verlag)
978-3-642-00384-4 (ISBN)

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Iterative-Interpolation Super-Resolution Image Reconstruction - Vivek Bannore
CHF 149,75 inkl. MwSt
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.

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.

Erscheint lt. Verlag 8.4.2009
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XIII, 113 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 800 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte Computational Intelligence • Hardcover, Softcover / Technik/Allgemeines, Lexika • Image Processing • Image Registration • Intelligent Image Super-resolution Techniques • Interpolation • Optimization • pattern recognition
ISBN-10 3-642-00384-2 / 3642003842
ISBN-13 978-3-642-00384-4 / 9783642003844
Zustand Neuware
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