Publicaciones (24) Publicaciones de PABLO RUIZ MATARÁN

2023

  1. Probabilistic fusion of crowds and experts for the search of gravitational waves

    Knowledge-Based Systems, Vol. 261

2022

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 3, pp. 1534-1551

2021

  1. Learning from crowds in digital pathology using scalable variational Gaussian processes

    Scientific Reports, Vol. 11, Núm. 1

2019

  1. Learning from crowds with variational Gaussian processes

    Pattern Recognition, Vol. 88, pp. 298-311

  2. Scalable and efficient learning from crowds with Gaussian processes

    Information Fusion, Vol. 52, pp. 110-127

2018

  1. Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Variational Gaussian process for multisensor classification problems

    Pattern Recognition Letters, Vol. 116, pp. 80-87

2016

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

    Proceedings - International Conference on Image Processing, ICIP

  2. Classification of multiple annotator data using variational Gaussian process inference

    European Signal Processing Conference

  3. Joint data filtering and labeling using Gaussian processes and alternating direction method of multipliers

    IEEE Transactions on Image Processing, Vol. 25, Núm. 7, pp. 3059-3072

  4. Variational Gaussian process for missing label crowdsourcing classification problems

    IEEE International Workshop on Machine Learning for Signal Processing, MLSP

2015

  1. Variational Bayesian blind image deconvolution: A review

    Digital Signal Processing: A Review Journal, Vol. 47, pp. 116-127

  2. Variational Gaussian process for sensor fusion

    2015 23rd European Signal Processing Conference, EUSIPCO 2015

2014

  1. Bayesian active remote sensing image classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Núm. 4, pp. 2186-2196

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

    European Signal Processing Conference

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

    Signal Processing, Vol. 103, pp. 296-308

  4. Learning filters in Gaussian process classification problems

    2014 IEEE International Conference on Image Processing, ICIP 2014

2013

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

    European Signal Processing Conference

  2. Interactive Pansharpening and Active Classification in Remote Sensing

    Intelligent Systems Reference Library, Vol. 48, pp. 67-81

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

    European Signal Processing Conference