Akram Aldroubi

Publication Activity (10 Years)

Years Active: 1991-2022
Publications (10 Years): 12

Top Topics

Similarity Matrices

Subspace Clustering

Parameter Estimation

Top Venues

J. Math. Imaging Vis.

Publications

Sumati Thareja, Gustavo K. Rohde, Rocio Diaz Martin, Ivan Medri, Akram Aldroubi
Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals. CoRR (2022)
Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification. J. Math. Imaging Vis. 63 (9) (2021)
Akram Aldroubi, Longxiu Huang, Keri Kornelson, Ilya A. Krishtal
Predictive algorithms in dynamical sampling for burst-like forcing terms. CoRR (2021)
Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Gustavo K. Rohde, Sumati Thareja
The Signed Cumulative Distribution Transform for 1-D Signal Analysis and Classification. CoRR (2021)
Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde
Radon cumulative distribution transform subspace modeling for image classification. CoRR (2020)
Akram Aldroubi, Shiying Li, Gustavo K. Rohde
Partitioning signal classes using transport transforms for data analysis and machine learning. CoRR (2020)
Akram Aldroubi, Keaton Hamm, Ahmet Bugra Koku, Ali Sekmen
CUR Decompositions, Similarity Matrices, and Subspace Clustering. Frontiers Appl. Math. Stat. 4 (2018)
Akram Aldroubi, Ilya A. Krishtal, Sui Tang
Phaseless Reconstruction from Space-Time Samples. CoRR (2017)
Ali Sekmen, Akram Aldroubi, Ahmet Bugra Koku, Keaton Hamm
Matrix resconstruction: Skeleton decomposition versus singular value decomposition. SPECTS (2017)
Akram Aldroubi, Keaton Hamm, Ahmet Bugra Koku, Ali Sekmen
CUR Decompositions, Similarity Matrices, and Subspace Clustering. CoRR (2017)
Ali Sekmen, Akram Aldroubi, Ahmet Bugra Koku, Keaton Hamm
Principal coordinate clustering. IEEE BigData (2017)
Ali Sekmen, Akram Aldroubi, Ahmet Bugra Koku
Skeleton decomposition analysis for subspace clustering. IEEE BigData (2016)
Akram Aldroubi, Ilya A. Krishtal
Krylov Subspace Methods in Dynamical Sampling. CoRR (2014)
Akram Aldroubi, Jacqueline Davis, Ilya A. Krishtal
Exact Reconstruction of Spatially Undersampled Signals in Evolutionary Systems. CoRR (2013)
Ali Sekmen, Akram Aldroubi
Nonlinear approximations for motion and subspace segmentation. ISIT (2013)
Akram Aldroubi, Ali Sekmen
Nearness to Local Subspace Algorithm for Subspace and Motion Segmentation. IEEE Signal Process. Lett. 19 (10) (2012)
Farokh Marvasti, Arash Amini, Farzan Haddadi, Mehdi Soltanolkotabi, Babak Hossein Khalaj, Akram Aldroubi, Saeid Sanei, Jonathon A. Chambers
A unified approach to sparse signal processing. EURASIP J. Adv. Signal Process. 2012 (2012)
Akram Aldroubi, Romain Tessera
On the Existence of Optimal Unions of Subspaces for Data Modeling and Clustering. Found. Comput. Math. 11 (3) (2011)
Akram Aldroubi, Ali Sekmen
Reduction and Null Space Algorithms for the Subspace Clustering Problem CoRR (2010)
Will Hedgecock, Péter Völgyesi, Ákos Lédeczi, Xenofon D. Koutsoukos, Akram Aldroubi, Alexander S. Szalay, Andreas Terzis
Mobile air pollution monitoring network. SAC (2010)
Akram Aldroubi, Romain Tessera
Minimum subspace approximation property for sparse approximations in finite dimension. CISS (2010)
Akram Aldroubi, Qiyu Sun, Haichao Wang
Uncertainty Principles and Balian-Low type Theorems in Principal Shift-Invariant Spaces CoRR (2010)
Ernesto Acosta-Reyes, Akram Aldroubi, Ilya A. Krishtal
On stability of sampling-reconstruction models. Adv. Comput. Math. 31 (1-3) (2009)
Farrokh Marvasti, Arash Amini, Farzan Haddadi, Mahdi Soltanolkotabi, Babak Hossein Khalaj, Akram Aldroubi, Sverre Holm, Saeid Sanei, Jonathon A. Chambers
A Unified Approach to Sparse Signal Processing CoRR (2009)
Gustavo K. Rohde, Akram Aldroubi, Dennis M. Healy Jr.
Interpolation Artifacts in Sub-Pixel Image Registration. IEEE Trans. Image Process. 18 (2) (2009)
Akram Aldroubi, Haichao Wang, Kourosh Zarringhalam
Sequential adaptive compressed sampling via Huffman codes CoRR (2008)
Akram Aldroubi, Casey Leonetti, Qiyu Sun
Error Analysis of Frame Reconstruction From Noisy Samples. IEEE Trans. Signal Process. 56 (6) (2008)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi
Interpolation Artifacts in Biomedical Image Registration. ISBI (2007)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi, Daniel N. Rockmore
Stochastic Analysis of Geometric Image Processing Using B-Splines. ICASSP (5) (2006)
Yonggang Lu, Akram Aldroubi, John C. Gore, Adam W. Anderson, Zhaohua Ding
Improved fiber tractography with Bayesian tensor regularization. NeuroImage 31 (3) (2006)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi
Measuring image similarity to sub-pixel accuracy. ISBI (2006)
Michael Unser, Akram Aldroubi, Andrew Laine
Wavelets in Medical Imaging. IEEE Trans. Medical Imaging 22 (3) (2003)
Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant
The Adaptive Bases Algorithm for Intensity Based Nonrigid Image Registration. IEEE Trans. Medical Imaging 22 (11) (2003)
Akram Aldroubi, Qiyu Sun
Preface. Adv. Comput. Math. 18 (2-4) (2003)
Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant
Adaptive-bases algorithm for nonrigid image registration. Medical Imaging: Image Processing (2002)
Akram Aldroubi, Karlheinz Gröchenig
Nonuniform Sampling and Reconstruction in Shift-Invariant Spaces. SIAM Rev. 43 (4) (2001)
Gustavo K. Rohde, Akram Aldroubi, Benoit M. Dawant
Adaptive free-form deformation for interpatient medical image registration. Medical Imaging: Image Processing (2001)
Michael J. Vrhel, Akram Aldroubi
Projection based prefiltering for multiwavelet transforms. IEEE Trans. Signal Process. 46 (11) (1998)
Akram Aldroubi, Patrice Abry, Michael Unser
Construction of biorthogonal wavelets starting from any two multiresolutions. IEEE Trans. Signal Process. 46 (4) (1998)
Michael Unser, Philippe Thévenaz, Akram Aldroubi
Shift-orthogonal wavelet bases. IEEE Trans. Signal Process. 46 (7) (1998)
Michael J. Vrhel, Akram Aldroubi
Pre-filtering for the initialization of multi-wavelet transforms. ICASSP (1997)
Patrick Brigger, Stephen L. Bacharach, Akram Aldroubi, Michael Unser
Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction. ICIP (2) (1997)
Akram Aldroubi, Hans Georg Feichtinger
Complete iterative reconstruction algorithms for irregularly sampled data in spline-like spaces. ICASSP (1997)
Michael Unser, Philippe Thévenaz, Akram Aldroubi
Corrections to "Shift-Orthogonal Wavelet Bases Using Splines" [Erratum]. IEEE Signal Process. Lett. 3 (5) (1996)
Michael Unser, Philippe Thévenaz, Akram Aldroubi
Shift-orthogonal wavelet bases using splines. IEEE Signal Process. Lett. 3 (3) (1996)
Michael Unser, Akram Aldroubi
A review of wavelets in biomedical applications. Proc. IEEE 84 (4) (1996)
Michael Unser, Akram Aldroubi, Murray Eden
Enlargement or reduction of digital images with minimum loss of information. IEEE Trans. Image Process. 4 (3) (1995)
Michael Unser, Akram Aldroubi, Steven J. Schiff
Fast implementation of the continuous wavelet transform with integer scales. IEEE Trans. Signal Process. 42 (12) (1994)
Michael Unser, Akram Aldroubi
A general sampling theory for nonideal acquisition devices. IEEE Trans. Signal Process. 42 (11) (1994)
Michael Unser, Akram Aldroubi, Murray Eden
-Polynomial Spline Pyramid. IEEE Trans. Pattern Anal. Mach. Intell. 15 (4) (1993)
Michael Unser, Akram Aldroubi, Murray Eden
B-spline signal processing. I. Theory. IEEE Trans. Signal Process. 41 (2) (1993)
Michael Unser, Akram Aldroubi, Murray Eden
A family of polynomial spline wavelet transforms. Signal Process. 30 (2) (1993)
Michael Unser, Akram Aldroubi, Murray Eden
B-spline signal processing. II. Efficiency design and applications. IEEE Trans. Signal Process. 41 (2) (1993)
Michael Unser, Akram Aldroubi, Murray Eden
On the asymptotic convergence of B-spline wavelets to Gabor functions. IEEE Trans. Inf. Theory 38 (2) (1992)
Michael Unser, Akram Aldroubi, Murray Eden
Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem. IEEE Trans. Inf. Theory 38 (1) (1992)
Michael Unser, Akram Aldroubi
Polynomial spline signal processing algorithms. ICASSP (1992)
Akram Aldroubi, Michael Unser, Murray Eden
Cardinal spline filters: Stability and convergence to the ideal sinc interpolator. Signal Process. 28 (2) (1992)
Michael Unser, Akram Aldroubi, Murray Eden
Fast B-spline Transforms for Continuous Image Representation and Interpolation. IEEE Trans. Pattern Anal. Mach. Intell. 13 (3) (1991)
Michael Unser, Akram Aldroubi, Murray Eden
Recursive Regularization Filters: Design, Properties, and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 13 (3) (1991)