@InProceedings{AguenaMasc:2011:GeItRe,
author = "Aguena, Marcia Luciana Silva and Mascarenhas, Nelson Delfino
d'{\'A}vila",
affiliation = "{Departamento de Computa{\c{c}}{\~a}o UFSCar - Universidade
Federal de S{\~a}o Carlos} and {Departamento de
Computa{\c{c}}{\~a}o UFSCar - Universidade Federal de S{\~a}o
Carlos}",
title = "Generalization of iterative restoration techniques for
super-resolution",
booktitle = "Proceedings...",
year = "2011",
editor = "Lewiner, Thomas and Torres, Ricardo",
organization = "Conference on Graphics, Patterns and Images, 24. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "super-resolution, image restoration, restoration, iterative
back-projection.",
abstract = "The resolution enhancement of an image is always desirable, for
almost all situations, but mainly if the image has the purpose of
visual analysis. The hardware development for increasing the image
resolution at its capture still has a higher cost than the
algorithm solutions for super-resolution (SR). Like image
restoration, super-resolution is also an ill-conditioned inverse
problem. This work analyses the iterative restoration methods (Van
Cittert, Tikhonov-Miller and Conjugate Gradient) which propose
solutions for the ill-conditioning problem and compares them with
the IBP method (Iterative Back Projection) proposed by Irani-Peleg
[1] and Komatsu et al. [2]. The analysis of the found similarities
is the basis of a generalization, that other iterative restoration
methods can have their properties adapted, such as regularization
of the ill-conditioning, noise reduction and other degradations
and the increase of the convergence rate can be incorporated to
the techniques of super-resolution.",
conference-location = "Macei{\'o}, AL, Brazil",
conference-year = "28-31 Aug. 2011",
doi = "10.1109/SIBGRAPI.2011.17",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2011.17",
language = "en",
ibi = "8JMKD3MGPBW34M/3A3CA2E",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3A3CA2E",
targetfile = "86913.pdf",
urlaccessdate = "2024, Apr. 29"
}