Iterative-Interpolation Super-Resolution Image Reconstruction : A Computationally Efficient Technique

Language: English

Published by Springer, Berlin, Springer, 2009

3642003842 / 9783642003844

Series: Book 39 of 538 - Studies in Computational Intelligence

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Druck auf Anfrage Neuware - Printed after ordering - 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.

Seller Inventory # 9783642003844

Title
Iterative-Interpolation Super-Resolution Image Reconstruction : A Computationally Efficient Technique
Author
Vivek Bannore
Publisher
Springer, Berlin, Springer
Publication year
2009
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642003842
ISBN 13
9783642003844
Item weight
338 grams
Dimensions
237x164x36 mm
Series
Book 39 of 538: Studies in Computational Intelligence

AHA-BUCH GmbH

Einbeck, Germany

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