Paul Rodríguez

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 32

Top Topics

Alternating Minimization

Total Variation

Background Model

Top Venues

Publications

Hector Chahuara, Paul Rodríguez
Enhancing safe screening rules with adaptive thresholding for non-overlapping group sparse norm regularized problems. DSP (2023)
Gustavo Silva, Paul Rodríguez
Robustifying stability of the Fast iterative shrinkage thresholding algorithm for $\ell_{1}$ regularized problems. EUSIPCO (2021)
Gustavo Silva, Paul Rodríguez
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems. CoRR (2020)
Barbara Pilastre, Gustavo Silva, Loïc Boussouf, Stéphane D'Escrivan, Paul Rodríguez, Jean-Yves Tourneret
Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. ICASSP (2020)
Gustavo Silva, Jorge Quesada, Paul Rodríguez
Hyper-Parameter Selection on Convolutional Dictionary Learning Through Local ℓ0, ∞ Norm. EUSIPCO (2019)
Gustavo Chau, Brendt Wohlberg, Paul Rodríguez
Mixed-Norm Ball Using a Newton Root Search Method. SIAM J. Imaging Sci. 12 (1) (2019)
Gustavo Chau, Paul Rodríguez
Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling. J. Electr. Comput. Eng. 2019 (2019)
Gustavo Silva, Paul Rodríguez
for small/medium values of k. EUSIPCO (2019)
Gustavo Silva, Paul Rodríguez
Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling. CAMSAP (2019)
Gustavo Chau, Brendt Wohlberg, Paul Rodríguez
-Mixed Norm Ball Using Steffensen Root Search. ICASSP (2018)
Gustavo Silva, Paul Rodríguez
Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm. ICASSP (2018)
Paul Rodríguez
Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy Principle. MLSP (2018)
Jorge Quesada, Paul Rodríguez, Brendt Wohlberg
Separable Dictionary Learning for Convolutional Sparse Coding via Split Updates. ICASSP (2018)
Gustavo Silva, Paul Rodríguez
Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus. ICIP (2018)
Gustavo Silva, Jorge Quesada, Paul Rodríguez
Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning. MLSP (2018)
Thierry Bouwmans, Namrata Vaswani, Paul Rodríguez, René Vidal, Zhouchen Lin
Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Paul Rodríguez
-Ball. IVMSP (2018)
Paul Rodríguez
Regularized Optimization Problem via Dictionary-Reduced Initial Guess. IVMSP (2018)
Paul Rodríguez, Gustavo Chau
Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling. ICCV Workshops (2017)
Gustavo Silva, Jorge Quesada, Paul Rodríguez, Brendt Wohlberg
Fast convolutional sparse coding with separable filters. ICASSP (2017)
Brendt Wohlberg, Paul Rodríguez
Convolutional Sparse Coding: Boundary Handling Revisited. CoRR (2017)
Paul Rodríguez
An accelerated newton's method for projections onto the ℓ1-ball. MLSP (2017)
Paul Rodríguez
A two-term penalty function for inverse problems with sparsity constrains. EUSIPCO (2017)
Yang Hu, Konstantinos Sirlantzis, Gareth Howells, Nicolas Ragot, Paul Rodríguez
An online background subtraction algorithm deployed on a NAO humanoid robot based monitoring system. Robotics Auton. Syst. 85 (2016)
Paul Rodríguez
Alternating optimization low-rank expansion algorithm to estimate a linear combination of separable filters to approximate 2D filter banks. ACSSC (2016)
Paul Rodríguez, Brendt Wohlberg
Incremental Principal Component Pursuit for Video Background Modeling. J. Math. Imaging Vis. 55 (1) (2016)
Paul Rodríguez, Brendt Wohlberg
Ghosting suppression for incremental principal component pursuit algorithms. GlobalSIP (2016)
Jorge Quesada, Paul Rodríguez
Automatic vehicle counting method based on principal component pursuit background modeling. ICIP (2016)
Paul Rodríguez, Brendt Wohlberg
Translational and rotational jitter invariant incremental principal component pursuit for video background modeling. ICIP (2015)
Víctor Murray, Paul Rodríguez, Maria Noriega, Alvaro Dasso, Marios S. Pattichis
2D amplitude-modulation frequency-modulation - based method for motion estimation. LASCAS (2015)
Yang Hu, Konstantinos Sirlantzis, Gareth Howells, Nicolas Ragot, Paul Rodríguez
An online background subtraction algorithm using a contiguously weighted linear regression model. EUSIPCO (2015)
Gustavo Silva, Paul Rodríguez
Jitter invariant incremental principal component pursuit for video background modeling on the TK1. ACSSC (2015)
Víctor Murray, Paul Rodríguez, Marios S. Pattichis
2D instantaneous frequency-based method for motion estimation using total variation. GlobalSIP (2014)
Paul Rodríguez, Brendt Wohlberg
Performance comparison of iterative reweighting methods for total variation regularization. ICIP (2014)
Paul Rodríguez, Brendt Wohlberg
A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling. ICIP (2014)
Alvaro Ulloa, Paul Rodríguez, Jingyu Liu, Vince D. Calhoun, Marios S. Pattichis
A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images. EMBC (2014)
Jaime Reategui, Paul Rodríguez, Nicolas Ragot
Fast omni-image unwarping using pano-mapping pointers array. ICIP (2014)
Paul Rodríguez, Brendt Wohlberg
Video background modeling under impulse noise. ICIP (2014)
Pedro Cisneros, Paul Rodríguez
Practical hand tracking solution by alternating the use of a priori information. LASCAS (2014)
Daniel Paredes, Paul Rodríguez, Nicolas Ragot
Catadioptric omnidirectional image inpainting via a multi-scale approach and image unwrapping. ROSE (2013)
Paul Rodríguez, Brendt Wohlberg
Fast principal component pursuit via alternating minimization. ICIP (2013)
Julio Reategui, Gonzalo Cucho, Paul Rodríguez, Rocio Callupe, Ericka Madrid
Handgrip estimation based on total variation denoising filtering for control applications. BIBE (2013)
Daniel Paredes, Paul Rodríguez
Multi-scale image inpainting with label selection based on local statistics. EUSIPCO (2013)
Paul Rodríguez, Brendt Wohlberg
A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problems. ICIP (2012)
Caterina M. Espejo, Paul Rodríguez
Computationally inexpensive parallel parking supervisor based on video processing. ITSC (2012)
Paul Rodríguez, Renán Rojas, Brendt Wohlberg
MIxed gaussian-impulse noise image restoration via total variation. ICASSP (2012)
Renán Rojas, Paul Rodríguez
Spatially adaptive Total Variation image denoising under salt and pepper noise. EUSIPCO (2011)
Pierre Bourgeois, Paul Rodríguez, Nicolas Ragot
Omnidirectional catadioptric image unwrapping via total variation regularization. ROSE (2011)
Paul Rodríguez
Noise model discrimination for digital images based on variance-stabilizing transforms and on local statistics: Preliminary results. ACSCC (2011)
Paul Rodríguez
Multiplicative updates algorithm to minimize the generalized total variation functional with a non-negativity constraint. ICIP (2010)
Víctor Murray, Paul Rodríguez, Marios S. Pattichis
Multiscale AM-FM Demodulation and Image Reconstruction Methods With Improved Accuracy. IEEE Trans. Image Process. 19 (5) (2010)
Brendt Wohlberg, Paul Rodríguez
-TV algorithm for deconvolution with salt and pepper noise. ICASSP (2009)
Paul Rodríguez, Brendt Wohlberg
A generalized vector-valued total variation algorithm. ICIP (2009)
Paul Rodríguez, Brendt Wohlberg
Efficient Minimization Method for a Generalized Total Variation Functional. IEEE Trans. Image Process. 18 (2) (2009)
Brendt Wohlberg, Paul Rodríguez
An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation Functionals. IEEE Signal Process. Lett. 14 (12) (2007)