Paul Rodríguez
Orcid: 0000-0002-8501-0907Affiliations:
- Pontifical Catholic University of Peru, Department of Electrical Engineering, Lima, Peru
- University of New Mexico, Albuquerque, NM, USA (PhD 2005)
According to our database1,
Paul Rodríguez
authored at least 67 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on scopus.com
-
on orcid.org
On csauthors.net:
Bibliography
2023
Enhancing safe screening rules with adaptive thresholding for non-overlapping group sparse norm regularized problems.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Improving the Stochastic Gradient Descent's Test Accuracy by Manipulating the ℓ∞ Norm of its Gradient Approximation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Random Generated Dictionaries for Convolutional Sparse Coding: An ELM Interpretation for Simple CSC Applications.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Robustifying stability of the Fast iterative shrinkage thresholding algorithm for $\ell_{1}$ regularized problems.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems.
CoRR, 2020
Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Efficient Projection onto the ℓ<sub>∞, 1</sub> Mixed-Norm Ball Using a Newton Root Search Method.
SIAM J. Imaging Sci., 2019
Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling.
J. Electr. Comput. Eng., 2019
Hyper-Parameter Selection on Convolutional Dictionary Learning Through Local ℓ0, ∞ Norm.
Proceedings of the 27th European Signal Processing Conference, 2019
FISTA: achieving a rate of convergence proportional to k<sup>-3</sup> for small/medium values of k.
Proceedings of the 27th European Signal Processing Conference, 2019
Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications.
IEEE J. Sel. Top. Signal Process., 2018
Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy Principle.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Improved Solution to the ℓ<sub>0</sub> Regularized Optimization Problem via Dictionary-Reduced Initial Guess.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018
Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Fast Projection onto the 𝓁<sub>∞, 1</sub>-Mixed Norm Ball Using Steffensen Root Search.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Moving object detection in videos using principal component pursuit and convolutional neural networks.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
An online background subtraction algorithm deployed on a NAO humanoid robot based monitoring system.
Robotics Auton. Syst., 2016
J. Math. Imaging Vis., 2016
Automatic vehicle counting method based on principal component pursuit background modeling.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Alternating optimization low-rank expansion algorithm to estimate a linear combination of separable filters to approximate 2D filter banks.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015
Translational and rotational jitter invariant incremental principal component pursuit for video background modeling.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
An online background subtraction algorithm using a contiguously weighted linear regression model.
Proceedings of the 23rd European Signal Processing Conference, 2015
Jitter invariant incremental principal component pursuit for video background modeling on the TK1.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Proceedings of the IEEE 5th Latin American Symposium on Circuits and Systems, 2014
A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Performance comparison of iterative reweighting methods for total variation regularization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Highly Parallelable Bidimensional Median Filter for Modern Parallel Programming Models.
J. Signal Process. Syst., 2013
Total Variation Regularization Algorithms for Images Corrupted with Different Noise Models: A Review.
J. Electr. Comput. Eng., 2013
Catadioptric omnidirectional image inpainting via a multi-scale approach and image unwrapping.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Handgrip estimation based on total variation denoising filtering for control applications.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problems.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011
Total variation regularization for Poisson vector-valued image restoration with a spatially adaptive regularization parameter selection.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
Noise model discrimination for digital images based on variance-stabilizing transforms and on local statistics: Preliminary results.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Multiscale AM-FM Demodulation and Image Reconstruction Methods With Improved Accuracy.
IEEE Trans. Image Process., 2010
Multiplicative updates algorithm to minimize the generalized total variation functional with a non-negativity constraint.
Proceedings of the International Conference on Image Processing, 2010
2009
IEEE Trans. Image Process., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2007
An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation Functionals.
IEEE Signal Process. Lett., 2007
Proceedings of the International Conference on Image Processing, 2007
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2002
Computational SIMD framework: split-radix SIMD-FFT algorithm, derivation, implementation and performance.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
A radix-2 FFT algorithm for Modern Single Instruction Multiple Data (SIMD) architectures.
Proceedings of the IEEE International Conference on Acoustics, 2002