Pablo Ruiz

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 19

Top Topics

Gaussian Process

Image Reconstruction

Bayesian Classification

Top Venues

Publications

Pablo Ruiz, Pablo Morales-Álvarez, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
Probabilistic fusion of crowds and experts for the search of gravitational waves. Knowl. Based Syst. 261 (2023)
Pablo Morales-Álvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Prasan Shedligeri, Florian Schiffers, Semih Barutcu, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization. ICIP (2021)
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
Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
Florian Schiffers, Lionel Fiske, Pablo Ruiz, Aggelos K. Katsaggelos, Oliver Cossairt
Imaging through Scattering Media with a Learning Based Prior. Computational Imaging (2020)
Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR (2019)
Pablo Ruiz, Olivia Dill, Goutam Raju, Oliver Cossairt, Marc Walton, Aggelos K. Katsaggelos
Visible transmission imaging of watermarks by suppression of occluding text or drawings. Digit. Appl. Archaeol. Cult. Heritage 15 (2019)
Fengqiang Li, Pablo Ruiz, Oliver Cossairt, Aggelos K. Katsaggelos
Multi-frame Super-resolution for Time-of-flight Imaging. ICASSP (2019)
Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos
Scalable and efficient learning from crowds with Gaussian processes. Inf. Fusion 52 (2019)
Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos
Learning from crowds with variational Gaussian processes. Pattern Recognit. 88 (2019)
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
Computational multifocal microscopy. CoRR (2018)
Petros Nyfantis, Pablo Ruiz, Aggelos K. Katsaggelos
Probabilistic Matrix Completion for Image Phase Retrieval. ICIP (2018)
Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Nicola J. Ferrier, Mark Hereld, Alan Selewa, Matthew Daddysman, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos
3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing. ICASSP (2018)
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
Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope. ICIP (2018)
Adrián Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes. ICIAR (2018)
Neda Rohani, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
Variational Gaussian process for multisensor classification problems. Pattern Recognit. Lett. 116 (2018)
Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
Variational Gaussian process for missing label crowdsourcing classification problems. MLSP (2016)
Emre Besler, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
Classification of multiple annotator data using variational Gaussian process inference. EUSIPCO (2016)
Juan G. Serra, Pablo Ruiz, Rafael Molina, Aggelos K. Katsaggelos
Bayesian logistic regression with sparse general representation prior for multispectral image classification. ICIP (2016)
Pablo Ruiz, Xu Zhou, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Variational Bayesian Blind Image Deconvolution: A review. Digit. Signal Process. 47 (2015)
Neda Rohani, Pablo Ruiz, Emre Besler, Rafael Molina, Aggelos K. Katsaggelos
Variational Gaussian process for sensor fusion. EUSIPCO (2015)
Pablo Ruiz, Javier Mateos, Gustavo Camps-Valls, Rafael Molina, Aggelos K. Katsaggelos
Bayesian Active Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52 (4) (2014)
Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Learning filters in Gaussian process classification problems. ICIP (2014)
Pablo Ruiz, Nicolas Pérez de la Blanca, Rafael Molina, Aggelos K. Katsaggelos
Bayesian classification and active learning using lp-priors. Application to image segmentation. EUSIPCO (2014)
Pablo Ruiz, Hiram Madero Orozco, Javier Mateos, Osslan Osiris Vergara-Villegas, Rafael Molina, Aggelos K. Katsaggelos
Combining Poisson singular integral and total variation prior models in image restoration. Signal Process. 103 (2014)
Hiram Madero Orozco, Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
Image deblurring combining poisson singular integral and total variation prior models. EUSIPCO (2013)
Pablo Ruiz, Javier Mateos, María C. Cárdenas, Shinichi Nakajima, Rafael Molina, Aggelos K. Katsaggelos
Light field acquisition from blurred observations using a programmable coded aperture camera. EUSIPCO (2013)
Pablo Ruiz, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos
A Bayesian Active Learning Framework for a Two-Class Classification Problem. MUSCLE (2011)
Pablo Ruiz, S. Derin Babacan, Li Gao, Zhu Li, Rafael Molina, Aggelos K. Katsaggelos
Video retrieval using sparse Bayesian reconstruction. ICME (2011)
Pablo Ruiz, S. Derin Babacan, Rafael Molina, Aggelos K. Katsaggelos
Retrieval of video clips with missing frames using sparse Bayesian reconstruction. ISPA (2011)