Jean-Michel Morel | DeepAI

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∙ 07/09/2023

Reducing False Alarms in Video Surveillance by Deep Feature Statistical Modeling

Detecting relevant changes is a fundamental problem of video surveillanc...

0 Xavier Bou, et al. ∙

∙ 07/04/2023

Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation

Even though data annotation is extremely important for interpretability,...

0 Franco Marchesoni-Acland, et al. ∙

∙ 05/25/2023

Collaborative Blind Image Deblurring

Blurry images usually exhibit similar blur at various locations across t...

0 Thomas Eboli, et al. ∙

∙ 05/25/2023

SING: A Plug-and-Play DNN Learning Technique

We propose SING (StabIlized and Normalized Gradient), a plug-and-play te...

0 Adrien Courtois, et al. ∙

∙ 12/27/2022

Scaling Painting Style Transfer

Neural style transfer is a deep learning technique that produces an unpr...

60 Bruno Galerne, et al. ∙

∙ 11/07/2022

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos

Neural networks trained on large datasets by minimizing a loss have beco...

0 Adrien Courtois, et al. ∙

∙ 08/01/2022

Fast Two-step Blind Optical Aberration Correction

The optics of any camera degrades the sharpness of photographs, which is...

0 Thomas Eboli, et al. ∙

∙ 04/23/2022

Investigating Neural Architectures by Synthetic Dataset Design

Recent years have seen the emergence of many new neural network structur...

0 Adrien Courtois, et al. ∙

∙ 02/26/2021

Robust Rational Polynomial Camera Modelling for SAR and Pushbroom Imaging

The Rational Polynomial Camera (RPC) model can be used to describe a var...

0 Roland Akiki, et al. ∙

∙ 09/14/2020

Residual Learning for Effective joint Demosaicing-Denoising

Image demosaicing and denoising are key steps for color image production...

0 Yu Guo, et al. ∙

∙ 07/23/2020

Silhouette Vectorization by Affine Scale-space

Silhouettes or 2D planar shapes are extremely important in human communi...

0 Yuchen He, et al. ∙

∙ 04/24/2020

A Review of an Old Dilemma: Demosaicking First, or Denoising First?

Image denoising and demosaicking are the most important early stages in ...

0 Qiyu Jin, et al. ∙

∙ 04/25/2019

Reducing Anomaly Detection in Images to Detection in Noise

Anomaly detectors address the difficult problem of detecting automatical...

0 Axel Davy, et al. ∙

∙ 11/30/2018

Model-blind Video Denoising Via Frame-to-frame Training

Modeling the processing chain that has produced a video is a difficult r...

6 Thibaud Ehret, et al. ∙

∙ 11/30/2018

Non-Local Video Denoising by CNN

Non-local patch based methods were until recently state-of-the-art for i...

4 Axel Davy, et al. ∙

∙ 08/28/2018

Quantitative Evaluation of Base and Detail Decomposition Filters Based on their Artifacts

This paper introduces a quantitative evaluation of filters that seek to ...

2 Charles Hessel, et al. ∙

∙ 08/07/2018

Image Anomalies: a Review and Synthesis of Detection Methods

We review the broad variety of methods that have been proposed for anoma...

4 Thibaud Ehret, et al. ∙

∙ 05/25/2018

Psychophysics, Gestalts and Games

Many psychophysical studies are dedicated to the evaluation of the human...

4 José Lezama, et al. ∙

∙ 07/22/2017

A survey of exemplar-based texture synthesis

Exemplar-based texture synthesis is the process of generating, from an i...

0 Lara Raad, et al. ∙

∙ 01/19/2017

Accurate Motion Estimation through Random Sample Aggregated Consensus

We reconsider the classic problem of estimating accurately a 2D transfor...

0 Martin Rais, et al. ∙

∙ 03/18/2016

From line segments to more organized Gestalts

In this paper, we reconsider the early computer vision bottom-up program...

0 Boshra Rajaei, et al. ∙

∙ 11/26/2015

An analysis of the factors affecting keypoint stability in scale-space

The most popular image matching algorithm SIFT, introduced by D. Lowe a ...

0 Ives Rey-Otero, et al. ∙

∙ 09/08/2014

Comparing Feature Detectors: A bias in the repeatability criteria, and how to correct it

Most computer vision application rely on algorithms finding local corres...

0 Ives Rey-Otero, et al. ∙

∙ 12/22/2012

High-precision camera distortion measurements with a "calibration harp"

This paper addresses the high precision measurement of the distortion of...

0 Zhongwei Tang, et al. ∙

∙ 12/06/2011

Meaningful Matches in Stereovision

This paper introduces a statistical method to decide whether two blocks ...

0 Neus Sabater, et al. ∙

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