Pablo Ruiz
Pablo Ruiz
Senior AI researcher at OriGen.AI
Verified email at
Cited by
Cited by
Compressive light field sensing
SD Babacan, R Ansorge, M Luessi, PR Matarán, R Molina, ...
IEEE Transactions on image processing 21 (12), 4746-4757, 2012
Variational Bayesian blind image deconvolution: A review
P Ruiz, X Zhou, J Mateos, R Molina, AK Katsaggelos
Digital Signal Processing 47, 116-127, 2015
Bayesian active remote sensing image classification
P Ruiz, J Mateos, G Camps-Valls, R Molina, AK Katsaggelos
IEEE Transactions on Geoscience and Remote Sensing 52 (4), 2186-2196, 2013
Classifying the unknown: discovering novel gravitational-wave detector glitches using similarity learning
S Coughlin, S Bahaadini, N Rohani, M Zevin, O Patane, M Harandi, ...
Physical Review D 99 (8), 082002, 2019
Learning from crowds with variational Gaussian processes
P Ruiz, P Morales-Álvarez, R Molina, AK Katsaggelos
Pattern Recognition 88, 298-311, 2019
Computational multifocal microscopy
K He, Z Wang, X Huang, X Wang, S Yoo, P Ruiz, I Gdor, A Selewa, ...
Biomedical Optics Express 9 (12), 6477-6496, 2018
Scalable and efficient learning from crowds with Gaussian processes
P Morales-Álvarez, P Ruiz, R Santos-Rodríguez, R Molina, ...
Information Fusion 52, 110-127, 2019
3D image reconstruction from multi-focus microscope: axial super-resolution and multiple-frame processing
S Yoo, P Ruiz, X Huang, K He, NJ Ferrier, M Hereld, A Selewa, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
Physics-informed attention-based neural network for solving non-linear partial differential equations
R Rodriguez-Torrado, P Ruiz, L Cueto-Felgueroso, MC Green, T Friesen, ...
arXiv preprint arXiv:2105.07898, 2021
Scalable variational Gaussian processes for crowdsourcing: Glitch detection in LIGO
P Morales-Alvarez, P Ruiz, S Coughlin, RM Soriano, A Katsaggelos
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
Design and simulation of a snapshot multi-focal interferometric microscope
K He, X Huang, X Wang, S Yoo, P Ruiz, I Gdor, NJ Ferrier, N Scherer, ...
Optics Express 26 (21), 27381-27402, 2018
Variational gaussian process for sensor fusion
N Rohani, P Ruiz, E Besler, R Molina, AK Katsaggelos
2015 23rd European Signal Processing Conference (EUSIPCO), 170-174, 2015
Combining Poisson singular integral and total variation prior models in image restoration
P Ruiz, H Madero-Orozco, J Mateos, OO Vergara-Villegas, R Molina, ...
Signal processing 103, 296-308, 2014
Video retrieval using sparse Bayesian reconstruction
P Ruiz, SD Babacan, L Gao, Z Li, R Molina, AK Katsaggelos
2011 IEEE international conference on multimedia and expo, 1-6, 2011
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands
S López-Tapia, P Ruiz, M Smith, J Matthews, B Zercher, L Sydorenko, ...
International Journal of Applied Earth Observation and Geoinformation 105 …, 2021
Multi-frame Super-resolution for Time-of-flight Imaging
F Li, P Ruiz, O Cossairt, AK Katsaggelos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Bayesian logistic regression with sparse general representation prior for multispectral image classification
JG Serra, P Ruiz, R Molina, AK Katsaggelos
2016 IEEE International Conference on Image Processing (ICIP), 1893-1897, 2016
Variational Gaussian process for missing label crowdsourcing classification problems
P Ruiz, E Besler, R Molina, AK Katsaggelos
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
Joint data filtering and labeling using gaussian processes and alternating direction method of multipliers
P Ruiz, R Molina, AK Katsaggelos
IEEE Transactions on Image Processing 25 (7), 3059-3072, 2016
Learning from crowds in digital pathology using scalable variational Gaussian processes
M López-Pérez, M Amgad, P Morales-Álvarez, P Ruiz, LAD Cooper, ...
Scientific reports 11 (1), 1-9, 2021
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Articles 1–20