Pablo Ruiz

Pablo Morales-Álvarez

Scott Coughlin

Knowl. Based Syst., 2023

2022

Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO.

[BibT_eX]

[DOI]

Pablo Morales-Álvarez

Scott Coughlin

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Machine learning with high-resolution aerial imagery and data fusion to improve and automate the detection of wetlands.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2021

Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Imaging through Scattering Media with a Learning Based Prior.

[BibT_eX]

[DOI]

Florian Schiffers

Lionel Fiske

Proceedings of the Computational Imaging XVIII, Burlingame, 2020

2019

Learning from crowds with variational Gaussian processes.

[BibT_eX]

[DOI]

Pablo Morales-Alvarez

Pattern Recognit., 2019

Scalable and efficient learning from crowds with Gaussian processes.

[BibT_eX]

[DOI]

Pablo Morales-Alvarez

Raúl Santos-Rodríguez

Inf. Fusion, 2019

Visible transmission imaging of watermarks by suppression of occluding text or drawings.

[BibT_eX]

[DOI]

Digit. Appl. Archaeol. Cult. Heritage, 2019

Multi-frame Super-resolution for Time-of-flight Imaging.

[BibT_eX]

[DOI]

Fengqiang Li

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Variational Gaussian process for multisensor classification problems.

[BibT_eX]

[DOI]

Neda Rohani

Pattern Recognit. Lett., 2018

Computational multifocal microscopy.

[BibT_eX]

[DOI]

CoRR, 2018

Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Probabilistic Matrix Completion for Image Phase Retrieval.

[BibT_eX]

[DOI]

Petros Nyfantis

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

3D Image Reconstruction from Multi-Focus Microscope: Axial Super-Resolution and Multiple-Frame Processing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

Pablo Ruiz Matarán

IEEE Trans. Image Process., 2016

Variational Gaussian process for missing label crowdsourcing classification problems.

[BibT_eX]

[DOI]

Emre Besler

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Bayesian logistic regression with sparse general representation prior for multispectral image classification.

[BibT_eX]

[DOI]

Juan G. Serra

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Classification of multiple annotator data using variational Gaussian process inference.

[BibT_eX]

[DOI]

Emre Besler

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Variational Bayesian Blind Image Deconvolution: A review.

[BibT_eX]

[DOI]

Digit. Signal Process., 2015

Variational Gaussian process for sensor fusion.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Bayesian Active Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Combining Poisson singular integral and total variation prior models in image restoration.

[BibT_eX]

[DOI]

Osslan Osiris Vergara-Villegas

Hiram Madero Orozco

Javier Mateos

Signal Process., 2014

Learning filters in Gaussian process classification problems.

[BibT_eX]

[DOI]

Javier Mateos

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Bayesian classification and active learning using lp-priors. Application to image segmentation.

[BibT_eX]

[DOI]

Nicolas Pérez de la Blanca

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Interactive Pansharpening and Active Classification in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Light field acquisition from blurred observations using a programmable coded aperture camera.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Image deblurring combining poisson singular integral and total variation prior models.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Compressive Light Field Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

2011

A Bayesian Active Learning Framework for a Two-Class Classification Problem.

[BibT_eX]

[DOI]

Javier Mateos

Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

Retrieval of video clips with missing frames using sparse Bayesian reconstruction.

[BibT_eX]

[DOI]

S. Derin Babacan

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Video retrieval using sparse Bayesian reconstruction.

[BibT_eX]

[DOI]