Ivan W. Selesnick

Orcid: 0000-0002-4939-3971

According to our database1, Ivan W. Selesnick authored at least 126 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to wavelet and sparsity based signal processing".

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2023
Epigraphically-Relaxed Linearly-Involved Generalized Moreau-Enhanced Model for Layered Mixed Norm Regularization.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
A Kalman Filter Framework for Simultaneous LTI Filtering and Total Variation Denoising.
IEEE Trans. Signal Process., 2022

Reconstruction of Connected Digital Lines Based on Constrained Regularization.
IEEE Trans. Image Process., 2022

Positive Sparse Signal Denoising: What Does a CNN Learn?
IEEE Signal Process. Lett., 2022

Bregman Plug-And-Play Priors.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Ridge-Aware Weighted Sparse Time-Frequency Representation.
IEEE Trans. Signal Process., 2021

Epigraphical Relaxation for Minimizing Layered Mixed Norms.
IEEE Trans. Signal Process., 2021

2020
Sparse Domain Gaussianization for Multi-Variate Statistical Modeling of Retinal OCT Images.
IEEE Trans. Image Process., 2020

Nonconvex Group Sparsity Signal Decomposition via Convex Optimization for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2020

Corrigendum to "Image fusion via sparse regularization with non-convex penalties" Pattern Recognition Letters Volume 131, March 2020, Pages 355-360.
Pattern Recognit. Lett., 2020

Image fusion via sparse regularization with non-convex penalties.
Pattern Recognit. Lett., 2020

Non-convex Total Variation Regularization for Convex Denoising of Signals.
J. Math. Imaging Vis., 2020

Nonconvex Haar-TV denoising.
Digit. Signal Process., 2020

Epigraphical Reformulation for Non-Proximable Mixed Norms.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Latent Fused Lasso.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Stable Principal Component Pursuit via Convex Analysis.
IEEE Trans. Signal Process., 2019

Sparsity-Inducing Nonconvex Nonseparable Regularization for Convex Image Processing.
SIAM J. Imaging Sci., 2019

ALTIS: A new algorithm for adaptive long-term SNR estimation in multi-talker babble.
Comput. Speech Lang., 2019

Sharpening Sparse Regularizers.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Nonconvex Sparse Regularization and Convex Optimization for Bearing Fault Diagnosis.
IEEE Trans. Ind. Electron., 2018

SEDA: A tunable Q-factor wavelet-based noise reduction algorithm for multi-talker babble.
Speech Commun., 2018

Vector minimax concave penalty for sparse representation.
Digit. Signal Process., 2018

2017
Sparse Signal Approximation via Nonseparable Regularization.
IEEE Trans. Signal Process., 2017

Sparse Regularization via Convex Analysis.
IEEE Trans. Signal Process., 2017

Total Variation Denoising Via the Moreau Envelope.
IEEE Signal Process. Lett., 2017

Improved sparse low-rank matrix estimation.
Signal Process., 2017

Nonconvex nonsmooth optimization via convex-nonconvex majorization-minimization.
Numerische Mathematik, 2017

Sparsity-assisted signal smoothing (revisited).
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sparsity amplified.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Enhanced Sparsity by Non-Separable Regularization.
IEEE Trans. Signal Process., 2016

Mitigation of Wind Turbine Clutter for Weather Radar by Signal Separation.
IEEE Trans. Geosci. Remote. Sens., 2016

Enhanced Low-Rank Matrix Approximation.
IEEE Signal Process. Lett., 2016

Sparsity-based correction of exponential artifacts.
Signal Process., 2016

Periodic Transients Separation Algorithm for Detecting Bearing Faults.
CoRR, 2016

2015
Three Dimensional Data-Driven Multi Scale Atomic Representation of Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Efficient and Robust Image Restoration Using Multiple-Feature L2-Relaxed Sparse Analysis Priors.
IEEE Trans. Image Process., 2015

Convex 1-D Total Variation Denoising with Non-convex Regularization.
IEEE Signal Process. Lett., 2015

Generalized Total Variation: Tying the Knots.
IEEE Signal Process. Lett., 2015

Convex Denoising using Non-Convex Tight Frame Regularization.
IEEE Signal Process. Lett., 2015

Artifact-Free Wavelet Denoising: Non-convex Sparse Regularization, Convex Optimization.
IEEE Signal Process. Lett., 2015

Image restoration using total variation with overlapping group sparsity.
Inf. Sci., 2015

Sparsity-based Algorithm for Detecting Faults in Rotating Machines.
CoRR, 2015

Fault Detection of Rotation Machinery using Periodic Time-Frequency Sparsity.
CoRR, 2015

An adaptive perception-based image preprocessing method.
Proceedings of the 23rd European Signal Processing Conference, 2015

Adaptive Scale Selection for Multiscale Image Denoising.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Simultaneous Low-Pass Filtering and Total Variation Denoising.
IEEE Trans. Signal Process., 2014

Transient Artifact Reduction Algorithm (TARA) Based on Sparse Optimization.
IEEE Trans. Signal Process., 2014

Sparse Signal Estimation by Maximally Sparse Convex Optimization.
IEEE Trans. Signal Process., 2014

Group-Sparse Signal Denoising: Non-Convex Regularization, Convex Optimization.
IEEE Trans. Signal Process., 2014

Translation-invariant shrinkage/thresholding of group sparse signals.
Signal Process., 2014

Perceived quality of resonance based decomposed speech components under diotic and dichotic listening.
Proceedings of the IEEE International Conference on Acoustics, 2014

Fused lasso with a non-convex sparsity inducing penalty.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Sparse Frequency Analysis with Sparse-Derivative Instantaneous Amplitude and Phase Functions
CoRR, 2013

Group-Sparse Signal Denoising: Concave Regularization, Convex Optimization.
CoRR, 2013

ECG Enhancement and QRS Detection Based on Sparse Derivatives.
Biomed. Signal Process. Control., 2013

Total variation denoising with overlapping group sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2013

Simultaneous polynomial approximation and total variation denoising.
Proceedings of the IEEE International Conference on Acoustics, 2013

Seizure detection methods using a cascade architecture for real-time implantable devices.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Polynomial Smoothing of Time Series With Additive Step Discontinuities.
IEEE Trans. Signal Process., 2012

High-Speed Compressed Sensing Reconstruction in Dynamic Parallel MRI Using Augmented Lagrangian and Parallel Processing.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Compressed Sensing for Moving Imagery in Medical Imaging
CoRR, 2012

2011
Wavelet Transform With Tunable Q-Factor.
IEEE Trans. Signal Process., 2011

A Dual-Tree Rational-Dilation Complex Wavelet Transform.
IEEE Trans. Signal Process., 2011

Resonance-based signal decomposition: A new sparsity-enabled signal analysis method.
Signal Process., 2011

Resonance-based decomposition for the manipulation of acoustic cues in speech: An assessment of perceived quality.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

2010
A subband adaptive iterative shrinkage/thresholding algorithm.
IEEE Trans. Signal Process., 2010

Emerging applications of wavelets: A review.
Phys. Commun., 2010

Spatiotemporal wavelet maximum a posteriori estimation for video denoising.
J. Electronic Imaging, 2010

Angle-Doppler processing using sparse regularization.
Proceedings of the IEEE International Conference on Acoustics, 2010

A new sparsity-enabled signal separation method based on signal resonance.
Proceedings of the IEEE International Conference on Acoustics, 2010

On compressed sensing in parallel MRI of cardiac perfusion using temporal wavelet and TV regularization.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Frequency-domain design of overcomplete rational-dilation wavelet transforms.
IEEE Trans. Signal Process., 2009

Orthonormal FBs with rational sampling factors and oversampled DFT-modulated FBs: a connection and filter design.
IEEE Trans. Signal Process., 2009

Overcomplete Discrete Wavelet Transforms With Rational Dilation Factors.
IEEE Trans. Signal Process., 2009

2008
The Estimation of Laplace Random Vectors in Additive White Gaussian Noise.
IEEE Trans. Signal Process., 2008

On the Dual-Tree Complex Wavelet Packet and M-Band Transforms.
IEEE Trans. Signal Process., 2008

Bayesian Estimation of Bessel K Form Random Vectors in AWGN.
IEEE Signal Process. Lett., 2008

Optimization of Symmetric Self-Hilbertian Filters for the Dual-Tree Complex Wavelet Transform.
IEEE Signal Process. Lett., 2008

2007
Video Coding Using 3D Dual-Tree Wavelet Transform.
EURASIP J. Image Video Process., 2007

Multirate Systems and Applications.
EURASIP J. Adv. Signal Process., 2007

Image Denoising Employing a Mixture of Circular Symmetric Laplacian Models with Local Parameters in Complex Wavelet Domain.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A Higher Density Discrete Wavelet Transform.
IEEE Trans. Signal Process., 2006

Optimization of dynamic measurement of receptor kinetics by wavelet denoising.
NeuroImage, 2006

Image Denoising Based on A Mixture of Bivariate Laplacian Models in Complex Wavelet Domain.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Multivariate Quasi-Laplacian Mixture Models Forwavelet-Based Image Denoising.
Proceedings of the International Conference on Image Processing, 2006

Laplace Random Vectors, Gaussian Noise, and the Generalized Incomplete Gamma Function.
Proceedings of the International Conference on Image Processing, 2006

Wavelet-Domain Soft-Thresholding for Non-Stationary Noise.
Proceedings of the International Conference on Image Processing, 2006

2005
Symmetric nearly shift-invariant tight frame wavelets.
IEEE Trans. Signal Process., 2005

The dual-tree complex wavelet transform.
IEEE Signal Process. Mag., 2005

Video Coding Using 3-D Dual-Tree Discrete Wavelet Transforms.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
The double-density dual-tree DWT.
IEEE Trans. Signal Process., 2004

Gröbner bases and wavelet design.
J. Symb. Comput., 2004

An investigation of 3D dual-tree wavelet transform for video coding.
Proceedings of the 2004 International Conference on Image Processing, 2004

Pixel recovery via el minimization in the wavelet domain.
Proceedings of the 2004 International Conference on Image Processing, 2004

Video denoising using oriented complex wavelet transforms.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Complex wavelet transforms with allpass filters.
Signal Process., 2003

2002
Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency.
IEEE Trans. Signal Process., 2002

The design of approximate Hilbert transform pairs of wavelet bases.
IEEE Trans. Signal Process., 2002

Bivariate shrinkage with local variance estimation.
IEEE Signal Process. Lett., 2002

Subband adaptive image denoising via bivariate shrinkage.
Proceedings of the 2002 International Conference on Image Processing, 2002

A new complex-directional wavelet transform and its application to image denoising.
Proceedings of the 2002 International Conference on Image Processing, 2002

A bivariate shrinkage function for wavelet-based denoising.
Proceedings of the IEEE International Conference on Acoustics, 2002


2001
Hilbert transform pairs of wavelet bases.
IEEE Signal Process. Lett., 2001

The design of Hilbert transform pairs of wavelet bases via the flat delay filter.
Proceedings of the IEEE International Conference on Acoustics, 2001

Design of 2-band orthogonal near-symmetric CQF.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Balanced multiwavelet bases based on symmetric FIR filters.
IEEE Trans. Signal Process., 2000

Smooth wavelet frames with application to denoising.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Interpolating multiwavelet bases and the sampling theorem.
IEEE Trans. Signal Process., 1999

The slantlet transform.
IEEE Trans. Signal Process., 1999

Balanced GHM-like multiscaling functions.
IEEE Signal Process. Lett., 1999

Parallel Structured Prime Length FFTs.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Cardinal multiwavelets and the sampling theorem.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
A modified algorithm for constrained least square design of multiband FIR filters without specified transition bands.
IEEE Trans. Signal Process., 1998

Generalized digital Butterworth filter design.
IEEE Trans. Signal Process., 1998

Multiwavelet bases with extra approximation properties.
IEEE Trans. Signal Process., 1998

Formulas for orthogonal IIR wavelet filters.
IEEE Trans. Signal Process., 1998

1997
New exchange rules for IIR filter design.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Constrained least square design of FIR filters without specified transition bands.
IEEE Trans. Signal Process., 1996

Automatic generation of prime length FFT programs.
IEEE Trans. Signal Process., 1996

Constrained least squares design of 2-D FIR filters.
IEEE Trans. Signal Process., 1996

1995
On programs for prime length FFTs and circular convolution.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Iterative reweighted least-squares design of FIR filters.
IEEE Trans. Signal Process., 1994

Extending Winograd's Small Convolution Algorithm to Longer Lengths.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

Wavelet Based Speckle Reduction with Application to SAR Based ATD/R.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Multidimensional mapping techniques for convolution.
Proceedings of the IEEE International Conference on Acoustics, 1993


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