Paul Rodriguez - researchr alias

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Viewing Publication 1 - 54 from 54

2023

Enhancing safe screening rules with adaptive thresholding for non-overlapping group sparse norm regularized problemsHector Chahuara, Paul Rodriguez. icdsp 2023: 1-5 [doi]

Assessment of a Two-Step Integration Method as an Optimizer for Deep LearningPaul Rodriguez. eusipco 2023: 1245-1249 [doi]

Improving the Stochastic Gradient Descent's Test Accuracy by Manipulating the ℓ∞ Norm of its Gradient ApproximationPaul Rodriguez. icassp 2023: 1-5 [doi]

2022

Random Generated Dictionaries for Convolutional Sparse Coding: An ELM Interpretation for Simple CSC ApplicationsPaul Rodriguez. icip 2022: 126-130 [doi]

2020

Robustifying FISTA via the infinity norm of its smooth component's gradientPaul Rodriguez. acssc 2020: 341-342 [doi]

2018

1-BallPaul Rodriguez. ivmsp 2018: 1-5 [doi]

Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy PrinciplePaul Rodriguez. mlsp 2018: 1-6 [doi]

2017

2016

An online background subtraction algorithm deployed on a NAO humanoid robot based monitoring systemYang Hu, Konstantinos Sirlantzis, Gareth Howells, Nicolas Ragot, Paul Rodriguez. ras, 85:37-47, 2016. [doi]

Quantifying Energy Consumption for Practical Fork-Join Parallelism on an Embedded Real-Time Operating SystemAntonio Paolillo, Paul Rodriguez, Nikita Veshchikov, Joël Goossens, Ben Rodriguez. rtns 2016: 329-338 [doi]

Alternating optimization low-rank expansion algorithm to estimate a linear combination of separable filters to approximate 2D filter banksPaul Rodriguez. acssc 2016: 954-958 [doi]

Incremental Principal Component Pursuit for Video Background ModelingPaul Rodriguez, Brendt Wohlberg. jmiv, 55(1):1-18, 2016. [doi]

Ghosting suppression for incremental principal component pursuit algorithmsPaul Rodriguez, Brendt Wohlberg. globalsip 2016: 197-201 [doi]

Image Analysis and Infrastructure Support for Data Mining the Farm Security Administration: Office of War Information Photography CollectionMarcus Slavenas, Paul Rodriguez, Alan B. Craig, Elizabeth Wuerffel, Jeffrey Will. xsede 2016: 1 [doi]

Topic Modeling and Visualization for Big Data in Social SciencesNitin Sukhija, Mahidhar Tatineni, Nicole Brown, Mark Van Moer, Paul Rodriguez, Spencer Callicott. uic 2016: 1198-1205 [doi]

2015

An online background subtraction algorithm using a contiguously weighted linear regression modelYang Hu, Konstantinos Sirlantzis, Gareth Howells, Nicolas Ragot, Paul Rodriguez. eusipco 2015: 1845-1849 [doi]

Translational and rotational jitter invariant incremental principal component pursuit for video background modelingPaul Rodriguez, Brendt Wohlberg. icip 2015: 537-541 [doi]

Jitter invariant incremental principal component pursuit for video background modeling on the TK1Gustavo Silva, Paul Rodriguez. acssc 2015: 1403-1407 [doi]

2014

Practical hand tracking solution by alternating the use of a priori informationPedro Cisneros, Paul Rodriguez. lascas 2014: 1-4 [doi]

Fast omni-image unwarping using pano-mapping pointers arrayJaime Reategui, Paul Rodriguez, Nicolas Ragot. icip 2014: 5811-5815 [doi]

A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background ModelingPaul Rodriguez, Brendt Wohlberg. icip 2014: 3414-3416 [doi]

Performance comparison of iterative reweighting methods for total variation regularizationPaul Rodriguez, Brendt Wohlberg. icip 2014: 1758-1762 [doi]

Video background modeling under impulse noisePaul Rodriguez, Brendt Wohlberg. icip 2014: 1041-1045 [doi]

A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance imagesAlvaro Ulloa, Paul Rodriguez, Jingyu Liu, Vince D. Calhoun, Marios S. Pattichis. embc 2014: 1477-1480 [doi]

2013

2012

Computationally inexpensive parallel parking supervisor based on video processingCaterina M. Espejo, Paul Rodriguez. itsc 2012: 1300-1305 [doi]

MIxed gaussian-impulse noise image restoration via total variationPaul Rodriguez, Renán Rojas, Brendt Wohlberg. icassp 2012: 1077-1080 [doi]

A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problemsPaul Rodriguez, Brendt Wohlberg. icip 2012: 3069-3072 [doi]

2011

Omnidirectional catadioptric image unwrapping via total variation regularizationPierre Bourgeois, Paul Rodriguez, Nicolas Ragot. rose 2011: 220-225 [doi]

Noise model discrimination for digital images based on variance-stabilizing transforms and on local statistics: Preliminary resultsPaul Rodriguez. acssc 2011: 728-732 [doi]

Total variation regularization for Poisson vector-valued image restoration with a spatially adaptive regularization parameter selectionPaul Rodriguez. imspa 2011: 402-407 [doi]

Nonconvex total variation speckled image restoration via nonnegative quadratic programming algorithmPaul Rodriguez. eusipco 2011: 288-292 [doi]

Spatially adaptive Total Variation image denoising under salt and pepper noiseRenán Rojas, Paul Rodriguez. eusipco 2011: 278-282 [doi]

Data intensive analysis on the gordon high performance data and compute systemRobert S. Sinkovits, Pietro Cicotti, Shawn Strande, Mahidhar Tatineni, Paul Rodriguez, Nicole Wolter, Natasha Balac. kdd 2011: 747-748 [doi]

2010

A non-negative quadratic programming approach to minimize the generalized vector-valued total variation functionalPaul Rodriguez. eusipco 2010: 314-318 [doi]

Multiplicative updates algorithm to minimize the generalized total variation functional with a non-negativity constraintPaul Rodriguez. icip 2010: 2509-2512 [doi]

2009

Efficient Minimization Method for a Generalized Total Variation FunctionalPaul Rodriguez, Brent Wohlberg. TIP, 18(2):322-332, 2009. [doi]

A generalized vector-valued total variation algorithmPaul Rodriguez, Brendt Wohlberg. icip 2009: 1309-1312 [doi]

AN ::::l:::::::1:::-TV algorithm for deconvolution with salt and pepper noiseBrendt Wohlberg, Paul Rodriguez. icassp 2009: 1257-1260 [doi]

2007

An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation FunctionalsBrendt Wohlberg, Paul Rodriguez. spl, 14(12):948-951, 2007. [doi]

2005

The formation of neural codes in the hippocampus: trace conditioning as a prototypical paradigm for studying the random recoding hypothesisWilliam B. Levy, A. Sanyal, Xiangbao Wu, Paul Rodriguez, David W. Sullivan. bc, 92(6):409-426, 2005. [doi]

2004

Configural representations in transverse patterning with a hippocampal modelPaul Rodriguez, William B. Levy. NN, 17(2):175-190, 2004. [doi]

2003

Comparing Simple Recurrent Networks and n-Grams in a Large CorpusPaul Rodriguez. apin, 19(1-2):39-50, 2003.

2001

Simple Recurrent Networks Learn Context-Free and Context-Sensitive Languages by CountingPaul Rodriguez. neco, 13(9):2093-2118, 2001.

1999

A Recurrent Neural Network that Learns to CountPaul Rodriguez. connection, 11(1):5-40, 1999. [doi]

1997

Recurrent Neural Networks Can Learn to Implement Symbol-Sensitive CountingPaul Rodriguez, Janet Wiles. nips 1998: 87-93

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