Iterative-Interpolation Super-Resolution Image Reconstruction

Name: Iterative-Interpolation Super-Resolution Image Reconstruction
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642003844
Price: 2567 CZK
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A Computationally Efficient Technique

Autor: Vivek Bannore, Leszek Swierkowski

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnost: Skladem u dodavatele v malém množství

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2 567 Kč

This book presents a novel and hybrid, computationally efficient, reconstruction scheme for solving...

Informace o knize

Autor

Vivek Bannore, Leszek Swierkowski

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2009

Stránek

113

EAN

9783642003844

ISBN

3642003842

Enbook ID

01649362

Vydavatel

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnost

800

Rozměry

155 x 235 x 14

Kompletní popis

This book presents a novel and 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. The scheme proposed is referred as the Iterative-Interpolation Super-Resolution (IISR) technique. The optimization-based technique for super-resolution is reinvestigated for comparative analysis to evaluate the accuracy and efficiency of the IISR technique. The significant influence of the regularization term over the fidelity of reconstruction is also analysed. The IISR technique addresses the problem of super-resolution image enhancement in terms of maintaining highest fidelity of reconstruction and a low computational cost to achieve maximum applicability of super-resolution to the real-world applications.

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Iterative-Interpolation Super-Resolution Image Reconstruction

A Computationally Efficient Technique

Informace o knize

Kompletní popis

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