Javier Mateos

Orcid: 0000-0001-8455-1771

According to our database1, Javier Mateos authored at least 77 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset.
Artif. Intell. Medicine, November, 2023

Learning Moore-Penrose based residuals for robust non-blind image deconvolution.
Digit. Signal Process., October, 2023

Collaborative Network for the Development of Non-Destructive Inspection Technologies: Elicitation Requirements in an Industrial Environment.
Proceedings of the Collaborative Networks in Digitalization and Society 5.0, 2023

Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
Temperature and Gate-Length Dependence of Subthreshold RF Detection in GaN HEMTs.
Sensors, 2022

Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification.
Comput. Medical Imaging Graph., 2022

2020
Variational Bayesian Blind Color Deconvolution of Histopathological Images.
IEEE Trans. Image Process., 2020

Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors.
Sensors, 2020

A TV-based image processing framework for blind color deconvolution and classification of histological images.
Digit. Signal Process., 2020

2019
Variational EM method for blur estimation using the spike-and-slab image prior.
Digit. Signal Process., 2019

Variational Bayes Color Deconvolution with a Total Variation Prior.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Image super-resolution for outdoor digital forensics. Usability and legal aspects.
Comput. Ind., 2018

Fully Automated Blind Color Deconvolution of Histopathological Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Blind Color Deconvolution of Histopathological Images Using a Variational Bayesian Approach.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
A high performance Full Adder based on Ballistic Deflection Transistor technology.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Spike and slab variational inference for blind image deconvolution.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Parameter estimation in spike and slab variational inference for blind image deconvolution.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Design and Analysis of High Performance Ballistic Nanodevice-Based Sequential Circuits Using Monte Carlo and Verilog AMS Simulations.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Modeling and Study of Two-BDT-Nanostructure based Sequential Logic Circuits.
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

2015
Variational Dirichlet Blur Kernel Estimation.
IEEE Trans. Image Process., 2015

Variational Bayesian Blind Image Deconvolution: A review.
Digit. Signal Process., 2015

2014
Bayesian Active Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

Combining Poisson singular integral and total variation prior models in image restoration.
Signal Process., 2014

Learning filters in Gaussian process classification problems.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Interactive Pansharpening and Active Classification in Remote Sensing.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Space-variant blur deconvolution and denoising in the dual exposure problem.
Inf. Fusion, 2013

Light field acquisition from blurred observations using a programmable coded aperture camera.
Proceedings of the 21st European Signal Processing Conference, 2013

Image deblurring combining poisson singular integral and total variation prior models.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Upsampling and denoising of depth maps via joint-segmentation.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations.
J. Signal Process. Syst., 2011

A survey of classical methods and new trends in pansharpening of multispectral images.
EURASIP J. Adv. Signal Process., 2011

A Bayesian Active Learning Framework for a Two-Class Classification Problem.
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

Image prior combination in space-variant blur deconvolution for the dual exposure problem.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Bayesian TV denoising of SAR images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Parameter estimation in Bayesian super-resolution pansharpening using contourlets.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Space-variant kernel deconvolution for dual exposure problem.
Proceedings of the 19th European Signal Processing Conference, 2011

Parameter estimation in the general contourlet pansharpening method using Bayesian inference.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Bayesian super-resolution pansharpening using contourlets.
Proceedings of the International Conference on Image Processing, 2010

Combining observation models in dual exposure problems using the Kullback-Leibler divergence.
Proceedings of the 18th European Signal Processing Conference, 2010

General contourlet pansharpening method using Bayesian inference.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Super-Resolution of Multispectral Images.
Comput. J., 2009

Local Bayesian image restoration using variational methods and Gamma-Normal distributions.
Proceedings of the International Conference on Image Processing, 2009

2008
Super Resolution of Multispectral Images Using TV Image Models.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

2007
Super Resolution of Images and Video
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02243-2, 2007

Super resolution of multispectral images using locally adaptive models.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation.
IEEE Trans. Image Process., 2006

Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques.
Proceedings of the International Conference on Image Processing, 2006

Hierarchical Bayesian super resolution reconstruction of multispectral images.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Approximations of posterior distributions in blind deconvolution using variational methods.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Bayesian resolution enhancement of compressed video.
IEEE Trans. Image Process., 2004

High-resolution images from compressed low-resolution video: Motion estimation and observable pixels.
Int. J. Imaging Syst. Technol., 2004

2003
Bayesian multichannel image restoration using compound Gauss-Markov random fields.
IEEE Trans. Image Process., 2003

Bayesian parameter estimation in image reconstruction from subsampled blurred observations.
Proceedings of the 2003 International Conference on Image Processing, 2003

Bayesian high resolution image reconstruction with incomplete multisensor low resolution systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
SPECT Image Reconstruction Using Compound Prior Models.
Int. J. Pattern Recognit. Artif. Intell., 2002

A General Multichannel Image Restoration Method Using Compound Models.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Reconstruction of high-resolution image frames from a sequence of low-resolution and compressed observations.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Langevin Forces and Generalized Transfer Fields for Noise Modelling in Deep Submicron Devices.
VLSI Design, 2001

Image restoration in astronomy: a Bayesian perspective.
IEEE Signal Process. Mag., 2001

Monte Carlo simulation of electronic characteristics in short channel δ-doped AlInAs/GaInAs HEMTs.
Microelectron. Reliab., 2001

Bayesian high-resolution reconstruction of low-resolution compressed video.
Proceedings of the 2001 International Conference on Image Processing, 2001

SPECT image reconstruction using compound models.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
A Bayesian approach for the estimation and transmission of regularization parameters for reducing blocking artifacts.
IEEE Trans. Image Process., 2000

Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss?CMarkov random fields.
Pattern Recognit., 2000

Simultaneous Motion Estimation and Resolution Enhancement of Compressed low Resolution Video.
Proceedings of the 2000 International Conference on Image Processing, 2000

Multichannel image restoration using compound Gauss-Markov random fields.
Proceedings of the IEEE International Conference on Acoustics, 2000

Resolution enhancement of compressed low resolution video.
Proceedings of the IEEE International Conference on Acoustics, 2000

High-resolution color image reconstruction from compressed video sequences.
Proceedings of the 10th European Signal Processing Conference, 2000

Color image restoration using compound Gauss-Markov Random Fields.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Bayesian and regularization methods for hyperparameter estimation in image restoration.
IEEE Trans. Image Process., 1999

1998
Reduction of Blocking Artifacts in Block Transformed Compressed Color Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A Bayesian approach to blind deconvolution based on Dirichlet distributions.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Restoration of Severely Blurred High Range Images Using Stochastic and Deterministic Relaxation Algorithms in Compound Gauss Markov Random Fields.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997

1996
Restoration of severely blurred high range images using compound models.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Bayesian image restoration in astronomy: Application to images of the recent collision of comet shoemaker-levy 9 with jupiter.
Int. J. Imaging Syst. Technol., 1995


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