Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. - Pablo Arias 001; Gregory Randall; Guillermo Sapiro (CVPR, 2007)

Ultrasound Image Segmentation With Shape Priors: Application to Automatic Cattle Rib-Eye Area Estimation. - Pablo Arias 001; Alejandro Pini; Gonzalo R. Sanguinetti; Pablo Sprechmann; Pablo Cancela; Alicia Fernández; Alvaro Gómez; Gregory Randall (IEEE Trans. Image Process., 2007)

A Variational Framework for Non-local Image Inpainting. - Pablo Arias 001; Vicent Caselles; Guillermo Sapiro (EMMCVPR, 2009)

Exemplar-Based Interpolation of Sparsely Sampled Images. - Gabriele Facciolo; Pablo Arias 001; Vicent Caselles; Guillermo Sapiro (EMMCVPR, 2009)

A Variational Framework for Exemplar-Based Image Inpainting. - Pablo Arias 001; Gabriele Facciolo; Vicent Caselles; Guillermo Sapiro (Int. J. Comput. Vis., 2011)

A gradient based neighborhood filter for disparity interpolation. - Vanel A. Lazcano; Pablo Arias 001; Gabriele Facciolo; Vicent Caselles (ICIP, 2012)

Analysis of a Variational Framework for Exemplar-Based Image Inpainting. - Pablo Arias 001; Vicent Caselles; Gabriele Facciolo (Multiscale Model. Simul., 2012)

A Variational Model for Gradient-Based Video Editing. - Rida Sadek; Gabriele Facciolo; Pablo Arias 001; Vicent Caselles (Int. J. Comput. Vis., 2013)

Variational methods for exemplar-based image inpainting and gradient-domain video editing. - Pablo Arias 001 (2013)

Towards a Bayesian Video Denoising Method. - Pablo Arias 001; Jean-Michel Morel (ACIVS, 2015)

Variational Framework for Non-Local Inpainting. - Vadim Fedorov; Gabriele Facciolo; Pablo Arias 001 (Image Process. Line, 2015)

Linear Multiscale Analysis of Similarities between Images on Riemannian Manifolds: Practical Formula and Affine Covariant Metrics. - Vadim Fedorov; Pablo Arias 001; Rida Sadek; Gabriele Facciolo; Coloma Ballester (SIAM J. Imaging Sci., 2015)

Exemplar-Based Image Inpainting Using an Affine Invariant Similarity Measure. - Vadim Fedorov; Pablo Arias 001; Gabriele Facciolo; Coloma Ballester (VISIGRAPP (Revised Selected Papers), 2016)

Affine Invariant Self-similarity for Exemplar-based Inpainting. - Vadim Fedorov; Pablo Arias 001; Gabriele Facciolo; Coloma Ballester (VISIGRAPP (3: VISAPP), 2016)

Visual Music Transcription of Clarinet Video Recordings Trained with Audio-Based Labelled Data. - Emilia Gómez; Pablo Arias 001; Pablo Zinemanas; Gloria Haro (ICCV Workshops, 2017)

Below the Surface of the Non-local Bayesian Image Denoising Method. - Pablo Arias 001; Mila Nikolova (SSVM, 2017)

Global Patch Search Boosts Video Denoising. - Thibaud Ehret; Pablo Arias 001; Jean-Michel Morel (VISIGRAPP (4: VISAPP), 2017)

On the Convergence of PatchMatch and Its Variants. - Thibaud Ehret; Pablo Arias 001 (CVPR, 2018)

Non-Local Kalman: A Recursive Video Denoising Algorithm. - Thibaud Ehret; Jean-Michel Morel; Pablo Arias 001 (ICIP, 2018)

A Comparison of Patch-Based Models in Video Denoising. - Pablo Arias 001; Gabriele Facciolo; Jean-Michel Morel (IVMSP, 2018)

Non-Local Video Denoising by CNN. - Axel Davy; Thibaud Ehret; Gabriele Facciolo; Jean-Michel Morel; Pablo Arias 001 (CoRR, 2018)

EPLL: An Image Denoising Method Using a Gaussian Mixture Model Learned on a Large Set of Patches. - Samuel Hurault; Thibaud Ehret; Pablo Arias 001 (Image Process. Line, 2018)

Video Denoising via Empirical Bayesian Estimation of Space-Time Patches. - Pablo Arias 001; Jean-Michel Morel (J. Math. Imaging Vis., 2018)

Kalman Filtering of Patches for Frame-Recursive Video Denoising. - Pablo Arias 001; Jean-Michel Morel (CVPR Workshops, 2019)

Model-Blind Video Denoising via Frame-To-Frame Training. - Thibaud Ehret; Axel Davy; Jean-Michel Morel; Gabriele Facciolo; Pablo Arias 001 (CVPR, 2019)

Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. - Thibaud Ehret; Axel Davy; Pablo Arias 001; Gabriele Facciolo (ICCV, 2019)

A Non-Local CNN for Video Denoising. - Axel Davy; Thibaud Ehret; Jean-Michel Morel; Pablo Arias 001; Gabriele Facciolo (ICIP, 2019)

Joint demosaicing and denoising by overfitting of bursts of raw images. - Thibaud Ehret; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CoRR, 2019)

Implementation of the VBM3D Video Denoising Method and Some Variants. - Thibaud Ehret; Pablo Arias 001 (CoRR, 2020)

Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CVPR Workshops, 2021)

PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (IGARSS, 2021)

Self-supervised training for blind multi-frame video denoising. - Valéry Dewil; Jérémy Anger; Axel Davy; Thibaud Ehret; Gabriele Facciolo; Pablo Arias 001 (WACV, 2021)

Implementation of VBM3D and Some Variants. - Thibaud Ehret; Pablo Arias 001 (Image Process. Line, 2021)

Video Denoising by Combining Patch Search and CNNs. - Axel Davy; Thibaud Ehret; Jean-Michel Morel; Pablo Arias 001; Gabriele Facciolo (J. Math. Imaging Vis., 2021)

Investigating Neural Architectures by Synthetic Dataset Design. - Adrien Courtois; Jean-Michel Morel; Pablo Arias 001 (CVPR Workshops, 2022)

Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? - Valéry Dewil; Arnaud Barral; Gabriele Facciolo; Pablo Arias 001 (CVPR Workshops, 2022)

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CVPR, 2022)

Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (IGARSS, 2022)

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos. - Adrien Courtois; Jean-Michel Morel; Pablo Arias 001 (CoRR, 2022)

L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CVPR Workshops, 2023)

Video joint denoising and demosaicing with recurrent CNNs. - Valéry Dewil; Adrien Courtois; Mariano Rodríguez; Thibaud Ehret; Nicola Brandonisio; Denis Bujoreanu; Gabriele Facciolo; Pablo Arias 001 (WACV, 2023)

SING: A Plug-and-Play DNN Learning Technique. - Adrien Courtois; Damien Scieur; Jean-Michel Morel; Pablo Arias 001; Thomas Eboli (CoRR, 2023)

Adapting MIMO video restoration networks to low latency constraints. - Valéry Dewil; Zhe Zheng; Arnaud Barral; Lara Raad; Nao Nicolas; Ioannis Cassagne; Jean-Michel Morel; Gabriele Facciolo; Bruno Galerne; Pablo Arias 001 (BMVC, 2024)

PDB Unet: A Spatio Temporal Video Fixed Pattern Noise Removal Network. - Hortensia Barral; Pablo Arias 001; Axel Davy (ECCV Workshops (9), 2024)

Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. - Arnaud Barral; Pablo Arias 001; Axel Davy (WACV, 2024)