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Featured Co-authors

Guillermo Sapiro
76 publications
Qiang Qiu
49 publications
Mauricio Delbracio
21 publications
Andrés Almansa
19 publications
Yann Gousseau
17 publications
Pablo Sprechmann
17 publications
Mariano Tepper
12 publications
José Lezama
11 publications
Julie Delon
10 publications
Joshua Vogelstein
10 publications
Patricia Vitoria
10 publications

∙ 08/05/2023

Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks

In recent years, the removal of motion blur in photographs has seen impr...

0 Guillermo Carbajal, et al. ∙

∙ 11/22/2022

U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold

In this work we propose a non-contrastive method for anomaly detection a...

11 Matias Tailanian, et al. ∙

∙ 09/26/2022

Rethinking Motion Deblurring Training: A Segmentation-Based Method for Simulating Non-Uniform Motion Blurred Images

Successful training of end-to-end deep networks for real motion deblurri...

1 Guillermo Carbajal, et al. ∙

∙ 10/05/2021

A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection

Anomalies can be defined as any non-random structure which deviates from...

16 Matias Tailanian, et al. ∙

∙ 02/01/2021

Single Image Non-uniform Blur Kernel Estimation via Adaptive Basis Decomposition

Characterizing and removing motion blur caused by camera shake or object...

7 Guillermo Carbajal, et al. ∙

∙ 11/14/2019

Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior

In this paper we address the problem of solving ill-posed inverse proble...

0 Mario González, et al. ∙

∙ 12/05/2017

OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning

Deep neural networks trained using a softmax layer at the top and the cr...

0 José Lezama, et al. ∙

∙ 06/10/2017

A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging

Recently, impressive denoising results have been achieved by Bayesian ap...

0 Cecilia Aguerrebere, et al. ∙

∙ 11/25/2013

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching

Graph matching is a challenging problem with very important applications...

0 Marcelo Fiori, et al. ∙

∙ 10/13/2012

On the Role of Contrast and Regularity in Perceptual Boundary Saliency

Mathematical Morphology proposes to extract shapes from images as connec...

0 Mariano Tepper, et al. ∙

∙ 09/28/2012

A Complete System for Candidate Polyps Detection in Virtual Colonoscopy

Computer tomographic colonography, combined with computer-aided detectio...

0 Marcelo Fiori, et al. ∙

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