ENGLISH

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

By Vivek Bannore (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2009
ISBN
9783642003844, 3642003842, 9783642003851
DOI
10.1007/978-3-642-00385-1
Language
english
Format
PDF
Filesize
20 MB (20449413 bytes)
Series
Studies in Computational Intelligence 195
Edition
1
Pages
113\120
Library
Kingdwarf
Scanned
yes
Time added
2010-01-07 06:59:20
Appl.Mathematics/Computational Methods of Engineer

Description

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.

Similar books