Pablo Ruiz

31 papers A 1B 5C 1Misc 2Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2023 J jnl
Probabilistic fusion of crowds and experts for the search of gravitational waves.
Knowl. Based Syst.
Pablo Ruiz, Pablo Morales-Álvarez, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2022 J jnl
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO.
IEEE Trans. Pattern Anal. Mach. Intell.
Pablo Morales-Álvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2021 B conf
Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization.
ICIP
Prasan A. Shedligeri, Florian Schiffers, Semih Barutcu, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
2021 J jnl
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands.
Int. J. Appl. Earth Obs. Geoinformation
Santiago López-Tapia, Pablo Ruiz, Mitchell Smith, Jeffrey Matthews, Bradley Zercher, Liliana Sydorenko, Neelanshi Varia, Yuanzhe Jin, Minzi Wang, Jennifer B. Dunn, Aggelos K. Katsaggelos
2020 — conf
Imaging through Scattering Media with a Learning Based Prior.
Computational Imaging
Florian Schiffers, Lionel Fiske, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
2019 J jnl
Learning from crowds with variational Gaussian processes.
Pattern Recognit.
Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos
2019 Misc conf
Multi-frame Super-resolution for Time-of-flight Imaging.
ICASSP
Fengqiang Li, Pablo Ruiz, Oliver Cossairt, Aggelos K. Katsaggelos
2019 J jnl
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO.
CoRR
Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2019 J jnl
Scalable and efficient learning from crowds with Gaussian processes.
Inf. Fusion
Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos
2019 J jnl
Visible transmission imaging of watermarks by suppression of occluding text or drawings.
Digit. Appl. Archaeol. Cult. Heritage
Pablo Ruiz, Olivia Dill, Goutam Raju, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
2018 Misc conf
3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing.
ICASSP
Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Nicola J. Ferrier, Mark Hereld, Alan Selewa, Matthew Daddysman, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos
2018 B conf
Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope.
ICIP
Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Xiaolei Wang, Itay Gdor, Alan Selewa, Matthew Daddysman, Nicola J. Ferrier, Mark Hereld, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos
2018 J jnl
Computational multifocal microscopy.
CoRR
Kuan He, Zihao W. Wang, Xiang Huang, Xiaolei Wang, Seunghwan Yoo, Pablo Ruiz, Itay Gdor, Alan Selewa, Nicola J. Ferrier, Norbert Scherer, Mark Hereld, Aggelos K. Katsaggelos, Oliver Cossairt
2018 — conf
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes.
ICIAR
Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
2018 B conf
Probabilistic Matrix Completion for Image Phase Retrieval.
ICIP
Petros Nyfantis, Pablo Ruiz, Aggelos K. Katsaggelos
2018 J jnl
Variational Gaussian process for multisensor classification problems.
Pattern Recognit. Lett.
Neda Rohani, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2016 B conf
Bayesian logistic regression with sparse general representation prior for multispectral image classification.
ICIP
Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2016 — conf
Classification of multiple annotator data using variational Gaussian process inference.
EUSIPCO
Emre Besler, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
2016 — conf
Variational Gaussian process for missing label crowdsourcing classification problems.
MLSP
Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
2015 J jnl
Variational Bayesian Blind Image Deconvolution: A review.
Digit. Signal Process.
Pablo Ruiz, Xu Zhou, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2015 — conf
Variational Gaussian process for sensor fusion.
EUSIPCO
Neda Rohani, Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
2014 J jnl
Bayesian Active Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos
2014 — conf
Bayesian classification and active learning using lp-priors. Application to image segmentation.
EUSIPCO
Pablo Ruiz, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos
2014 J jnl
Combining Poisson singular integral and total variation prior models in image restoration.
Signal Process.
Pablo Ruiz, Hiram Madero Orozco, Javier Mateos, Osslan Osiris Vergara-Villegas, Rafael Molina, Aggelos K. Katsaggelos
2014 B conf
Learning filters in Gaussian process classification problems.
ICIP
Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2013 — conf
Image deblurring combining poisson singular integral and total variation prior models.
EUSIPCO
Hiram Madero Orozco, Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2013 — ch.
Interactive Pansharpening and Active Classification in Remote Sensing.
Multimodal Interaction in Image and Video Applications
Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos
2013 — conf
Light field acquisition from blurred observations using a programmable coded aperture camera.
EUSIPCO
Pablo Ruiz, Javier Mateos, María C. Cárdenas, Shinichi Nakajima, Rafael Molina, Aggelos K. Katsaggelos
2011 — conf
A Bayesian Active Learning Framework for a Two-Class Classification Problem.
MUSCLE
Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
2011 C conf
Retrieval of video clips with missing frames using sparse Bayesian reconstruction.
ISPA
Pablo Ruiz, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
2011 A conf
Video retrieval using sparse Bayesian reconstruction.
ICME
Pablo Ruiz, S. Derin Babacan, Li Gao, Zhu Li, Rafael Molina, Aggelos K. Katsaggelos