Axel Davy

Image Processing Engineer

HGH Systèmes Infrarouges

Biography

My name is Axel Davy. I’m currently working as Image Processing Engineer at HGH Infrared Systems. As part of a partnership, I’m also working 2 days per week at Centre Borelli (Ecole Normale Supérieure Paris-Saclay).

You can contact me at axel . davy a_t ens-cachan . fr

Interests

Image Processing
Anomaly Detection
A-contrario methods
Optical Flow
Satellite images
Neural Networks
Artificial Intelligence

Education

PhD in Applied Mathematics with Agnès Desolneux et Jean-Michel Morel, 2016-2019

Centre Borelli, Ecole Normale Supérieure Paris-Saclay
Master MVA (Mathématiques Vision Apprentissage. Basically Maths, Image Processing and Machine Learning) in Applied Mathematics, 2014-2015

Ecole Normale Supérieure Paris-Saclay
License in Computer Science, 2012-2013

Ecole Normale Supérieure (ENS). Paris
Ecole Normale Supérieure (ENS). Paris, 2012-2016

Publications

More Publications

GPU acceleration of NL-means, BM3D and VBM3D
Details
How to Reduce Anomaly Detection in Images to Anomaly Detection in Noise
Details PDF Project
Modeling of static or moving complex backgrounds : application to rare event detection in image sequences
Details PDF
Optimization of Image B-spline Interpolation for GPU Architectures
Details PDF Project
A Non-Local CNN for Video Denoising
Details Code
A Novel Activity Detector Applied to Sentinel-1 for Surveillance
Details
Detection of Small Anomalies on Moving Background
Details
Model-blind Video Denoising Via Frame-to-frame Training
Details PDF Code
Joint demosaicing and denoising by overfitting of bursts of raw images
Details PDF Code
Image Anomalies: A Review and Synthesis of Detection Methods
Details PDF

Teaching

I’m not currently teaching

Previous teachings:

exercise sessions for the M1 Image Processing course in 2016-2018
exercise sessions for the L3 Probability 2 course in 2016-2018
exercise sessions for the Algebra, Arithmetic and Graphs courses at IUT Paris Descartes in 2015-2016