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Abstract: Image superresolution refers to image processing algorithms which produce high quality, high-resolution (HR) images from a set of low quality, low-resolution (LR) images. In many visual applications, both civilian and military, the imaging sensors have poor resolution outputs. When resolution can not be improved by replacing sensors, either because of cost or hardware physical limits, we can resort to superresolution algorithms. Even when superior equipment is available, superresolution... (Update)
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2: Prolate spheroidal wave functions (context) - Slepian, Pollak - 1961
2: Functional mri (context) - Turner, Friston - 1997
2: Blackwell scientic publications (context) - Westbrook, Kaut et al. - 1993
BibTeX entry: (Update)
N.X. Nguyen. Numerical algorithms for image superresolution. PhD thesis, Stanford University, Stanford, CA, 2000. http://citeseer.ist.psu.edu/nguyen00numerical.html More
@misc{ nguyen00numerical,
author = "N. Nguyen",
title = "Numerical algorithms for image superresolution",
text = "N.X. Nguyen. Numerical algorithms for image superresolution. PhD thesis,
Stanford University, Stanford, CA, 2000.",
year = "2000",
url = "citeseer.ist.psu.edu/nguyen00numerical.html" }
Citations (may not include all citations):
2441
The Johns Hopkins University Press (context) - Golub, van Loan - 1989
1526
Ten Lectures on Wavelets (context) - Daubechies - 1992
1064
A theory for multiresolution in signal decomposition: The wa.. (context) - Mallat - 1989
654
Fundamentals of Digital Image Processing (context) - Jain - 1989
525
Iterative Methods for Sparse Linear Systems (context) - Saad - 1996
263
Iterative Solution Methods (context) - Axelsson - 1994
242
Wellesley-Cambridge Press (context) - Strang, Nguyen et al. - 1997
230
A survey of image registration techniques
- Brown - 1992
224
Representing moving images with layers
- Wang, Adelson - 1994
150
Wavelet-based statistical signal processing using hidden Mar..
- Crouse, Nowak et al. - 1998
127
Digital Image Restoration (context) - Andrews, Hunt - 1977
87
Improving resolution by image registration (context) - Irani, Peleg - 1993
85
Use of the Hough transformation to detect lines and curves i.. (context) - Duda, Hart - 1972
79
Generalized cross-validation as a method for choosing a good.. (context) - Golub, Heath et al. - 1979
75
Regularization methods for large-scale problems (context) - Hanke, Hansen - 1993
75
Extraction of high-resolution frames from video sequences
- Schultz, Stevenson - 1996
69
Solution of incorrectly formulated problems and the regulari.. (context) - Tikhonov - 1963
65
Restoration of a single superresolution image from several b..
- Elad, Feuer - 1997
50
Toeplitz equations by conjugate gradient with circulant prec.. (context) - Chan, Strang - 1989
49
Recursive reconstruction of high resolution image from noisy.. (context) - Kim, Bose et al. - 1990
48
A new algorithm in spectral analysis and bandlimited extrapo.. (context) - Papoulis - 1975
47
Robust Incremental Optical Flow (context) - Black - 1992
47
Prolate spheroidal wave functions (context) - Slepian, Pollak - 1961
46
Numerical Methods for Least Squares Problems (context) - Bj - 1996
46
Multiframe image restoration and registration (context) - Tsai, Huang - 1984
38
high-performance numeric computation and visualization softw.. (context) - Inc - 1992
38
Joint MAP registration and highresolution image estimation u.. (context) - Hardie, Barnard et al. - 1997
38
Super-resolved surface reconstruction from multiple images
- Cheeseman, Kanefsky et al. - 1994
37
Superresolution video reconstruction with arbitrary sampling..
- Patti, Sezan et al. - 1997
37
Statistical models for images: Compression (context) - Simoncelli - 1997
35
Calculation of Gauss quadrature rules (context) - Golub, Welsch - 1969
33
Iterative methods for image deblurring (context) - Biemond, Lagendijk et al. - 1990
33
Determining optical ow (context) - Horn, Schunk - 1981
32
Improved resolution from subpixel shifted pictures (context) - Ur, Gross - 1992
30
High-resolution image reconstruction from lower-resolution i.. (context) - Tekalp, Ozkan et al. - 1992
30
Performance of optical ow techniques (context) - Barron, Fleet et al. - 1994
26
Motion deblurring and super-resolution from an image sequenc..
- Bascle, Blake et al. - 1996
23
Image sequence enhancement using subpixel displacements (context) - Keren, Peleg et al. - 1988
23
Generalized cross-validation for large-scale problems
- Golub, von Matt - 1997
22
Practical approximate solutions to linear operator equations.. (context) - Wahba - 1977
21
Some large-scale matrix computation problems
- Bai, Fahey et al. - 1996
21
Iterative blind deconvolution method and its applications (context) - Ayers, Dainty - 1988
21
IEEE Signal Processing Magazine (context) - Kundur, Hatzinakos et al. - 1996
20
High-resolution image recovery from image-plane arrays (context) - Stark, Oskoui - 1989
18
The rate of convergence of conjugate gradients (context) - van der Sluis, van der Vorst - 1986
15
Estimates in quadratic formulas
- Golub, Strakos - 1994
15
Iterative reconstruction of band-limited images from non-uni.. (context) - Sauer, Allebach - 1987
12
Blind deconvolution by simulated annealing (context) - McCallum - 1983
10
Recursive high-resolution reconstruction of blurred multifra.. (context) - Kim, Su - 1993
9
Iterative multiframe superresolution algorithms for atmosphe..
- Sheppard, Hunt et al. - 1998
9
Automatic multidimensional deconvolution (context) - Lane, Bates - 1987
9
SLIDE: Subspace-based line detection (context) - Aghajan, Kailath - 1994
8
Perfect blind restoration of images blurred by multiple lter.. (context) - Harikumar, Bresler - 1999
8
Image restoration by a powerful maximum entropy method (context) - Burch, Gull et al. - 1983
8
Solution of sparse rectangular systems using LSQR and CRAIG (context) - Saunders - 1995
7
Data-driven multi-channel super-resolution with application ..
- Shekarforoush, Chellappa - 1999
7
LSQR: Sparse linear equations and least squares problems (context) - Paige, Saunders - 1992
7
Preconditioned iterative methods for high-resolution image r..
- Chan, Chan et al. - 1998
7
Toeplitz approximate inverse preconditioner for banded Toepl.. (context) - Hanke, Nagy - 1994
7
Some modi ed matrix eigenvalue problem (context) - Golub - 1973
7
an algorithm for sparse linear equations and sparse least sq.. (context) - Paige, Saunders - 1992
7
Resolution enhancement of color video sequences (context) - Shah, Zakhor - 1999
7
Numerical Strategies for the Solution of Inverse Problems (context) - Haber - 1997
6
Acquisition of very high resolution images using stereo came.. (context) - Aizawa, Komatsu et al. - 1991
6
Optical systems with resolving power exceeding the classical.. (context) - Lukosz - 1966
6
Optical systems with resolving power exceeding the classical.. (context) - Lukosz - 1967
6
and constrained least squares problems (context) - Eld, pseudoinverse et al. - 1982
5
Estimation and Modulation Theory: Part (context) - Van Trees - 1968
5
A comparative study between parametric blur estimation metho.. (context) - Chardon, Vozel et al. - 1999
5
Asymmetric iterative blind deconvolution of multiframe image.. (context) - Biggs, Andrews - 1998
5
bases Hilbertiennes et algebres d'operateurs (context) - Meyer
5
Blind superresolving image recovery from blur-invariant edge.. (context) - Nishi, Ando - 1994
4
A recursive algorithm for maximum likelihood-based identi ca.. (context) - Rajagopalan, Chaudhuri - 1998
4
Blur identi cation by the method of generalized cross-valida.. (context) - Reeves, Mersereau - 1992
4
A stochastic estimator of the trace of the in uence matrix f.. (context) - Hutchinson - 1990
4
The Technion - Israel Institute of Technology (context) - Elad, of et al. - 1996
3
and quadrature (context) - Golub, Meurant et al. - 1993
3
Recognition and velocity computation of large moving objects.. (context) - Mahmoud, Green - 1988
3
optical ow and regularization with transparency (context) - Ju, Black et al. - 1996
3
Gradient methods for superresolution (context) - Connolly, Lane - 1997
3
Solving underdetermined tracer inverse problems by spatial s.. (context) - Mcintosh, Veronis - 1993
3
Use of the regularization method in non-linear problems (context) - Tikhonov, Glasko - 1965
3
osung von systemen linearer gleichungen (context) - Kaczmarz, aherte - 1937
3
Image reconstruction from multiple 1-D scans using ltered lo.. (context) - Frieden, Aumann - 1987
2
ect of image motion in the Radon transform domain (context) - Milanfar, of - 1999
2
Virtual bellows: Construction high quality stills from video (context) - Mann, Picard - 1994
1
Kalman ltering in two dimensions: Further results (context) - Woods, Ingle - 1981
1
frequency-domain estimation of superimposed translational mo.. (context) - Milanfar - 1996
1
Clas note Psych CS DEE (context) - on, Class et al. - 1996
1
Wavelet basis reconstruction of nonuniformly sampled data (context) - Ford, Etter - 1998
1
Image restoration of multiple frame sequences (context) - Abdou - 1996
1
JCD Publishing (context) - Holst, Cameras - 1996
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