Akram Aldroubi

According to our database1, Akram Aldroubi authored at least 52 papers between 1991 and 2020.

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Timeline

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Bibliography

2020
Partitioning signal classes using transport transforms for data analysis and machine learning.
CoRR, 2020

Radon cumulative distribution transform subspace modeling for image classification.
CoRR, 2020

2017
CUR Decompositions, Similarity Matrices, and Subspace Clustering.
CoRR, 2017

Phaseless Reconstruction from Space-Time Samples.
CoRR, 2017

Matrix resconstruction: Skeleton decomposition versus singular value decomposition.
Proceedings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems, 2017

Principal coordinate clustering.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Skeleton decomposition analysis for subspace clustering.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2014
Krylov Subspace Methods in Dynamical Sampling.
CoRR, 2014

2013
Exact Reconstruction of Spatially Undersampled Signals in Evolutionary Systems.
CoRR, 2013

Nonlinear approximations for motion and subspace segmentation.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
Nearness to Local Subspace Algorithm for Subspace and Motion Segmentation.
IEEE Signal Process. Lett., 2012

A unified approach to sparse signal processing.
EURASIP J. Adv. Signal Process., 2012

2011
On the Existence of Optimal Unions of Subspaces for Data Modeling and Clustering.
Found. Comput. Math., 2011

2010
Reduction and Null Space Algorithms for the Subspace Clustering Problem
CoRR, 2010

Uncertainty Principles and Balian-Low type Theorems in Principal Shift-Invariant Spaces
CoRR, 2010

Mobile air pollution monitoring network.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Minimum subspace approximation property for sparse approximations in finite dimension.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009
Interpolation Artifacts in Sub-Pixel Image Registration.
IEEE Trans. Image Process., 2009

A Unified Approach to Sparse Signal Processing
CoRR, 2009

On stability of sampling-reconstruction models.
Adv. Comput. Math., 2009

2008
Error Analysis of Frame Reconstruction From Noisy Samples.
IEEE Trans. Signal Process., 2008

Sequential adaptive compressed sampling via Huffman codes
CoRR, 2008

2007
Interpolation Artifacts in Biomedical Image Registration.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Improved fiber tractography with Bayesian tensor regularization.
NeuroImage, 2006

Measuring image similarity to sub-pixel accuracy.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Stochastic Analysis of Geometric Image Processing Using B-Splines.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Continuous Tensor Field Approximation of Diffusion Tensor MRI data.
Proceedings of the Visualization and Processing of Tensor Fields, 2006

2003
Wavelets in Medical Imaging.
IEEE Trans. Medical Imaging, 2003

The Adaptive Bases Algorithm for Intensity Based Nonrigid Image Registration.
IEEE Trans. Medical Imaging, 2003

Preface.
Adv. Comput. Math., 2003

2002
Adaptive-bases algorithm for nonrigid image registration.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

2001
Nonuniform Sampling and Reconstruction in Shift-Invariant Spaces.
SIAM Rev., 2001

Adaptive free-form deformation for interpatient medical image registration.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

1998
Projection based prefiltering for multiwavelet transforms.
IEEE Trans. Signal Process., 1998

Shift-orthogonal wavelet bases.
IEEE Trans. Signal Process., 1998

Construction of biorthogonal wavelets starting from any two multiresolutions.
IEEE Trans. Signal Process., 1998

1997
Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Pre-filtering for the initialization of multi-wavelet transforms.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Complete iterative reconstruction algorithms for irregularly sampled data in spline-like spaces.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1995
Enlargement or reduction of digital images with minimum loss of information.
IEEE Trans. Image Process., 1995

1994
Fast implementation of the continuous wavelet transform with integer scales.
IEEE Trans. Signal Process., 1994

A general sampling theory for nonideal acquisition devices.
IEEE Trans. Signal Process., 1994

1993
B-spline signal processing. II. Efficiency design and applications.
IEEE Trans. Signal Process., 1993

B-spline signal processing. I. Theory.
IEEE Trans. Signal Process., 1993

A family of polynomial spline wavelet transforms.
Signal Process., 1993

The L<sub>2</sub>-Polynomial Spline Pyramid.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

1992
On the asymptotic convergence of B-spline wavelets to Gabor functions.
IEEE Trans. Inf. Theory, 1992

Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem.
IEEE Trans. Inf. Theory, 1992

Cardinal spline filters: Stability and convergence to the ideal sinc interpolator.
Signal Process., 1992

Polynomial spline signal processing algorithms.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Fast B-spline Transforms for Continuous Image Representation and Interpolation.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Recursive Regularization Filters: Design, Properties, and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 1991


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