Axel Davy

According to our database, Axel Davy authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the Importance of Large Objects in CNN Based Object Detection Algorithms.

Ahmed Ben Saad, Gabriele Facciolo, Axel Davy

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera.

Arnaud Barral, Pablo Arias, Axel Davy

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information.

Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

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, Gabriele Facciolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection.

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites.

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising.

Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin

IEEE Signal Process. Lett., 2021

GPU acceleration of NL-means, BM3D and VBM3D.

Axel Davy, Thibaud Ehret

J. Real Time Image Process., 2021

Video Denoising by Combining Patch Search and CNNs.

Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo

J. Math. Imaging Vis., 2021

Self-supervised training for blind multi-frame video denoising.

Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo, Pablo Arias

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution.

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images.

Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2019

Image Anomalies: A Review and Synthesis of Detection Methods.

Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio

J. Math. Imaging Vis., 2019

How to Reduce Anomaly Detection in Images to Anomaly Detection in Noise.

Thibaud Ehret, Axel Davy, Mauricio Delbracio, Jean-Michel Morel

Image Process. Line, 2019

Optimization of Image B-spline Interpolation for GPU Architectures.

Thibaud Briand, Axel Davy

Image Process. Line, 2019

Joint demosaicing and denoising by overfitting of bursts of raw images.

Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo

CoRR, 2019

A Novel Activity Detector Applied to Sentinel-1 for Surveillance.

Axel Davy, Max Dunitz

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Non-Local CNN for Video Denoising.

Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Detection of Small Anomalies on Moving Background.

Axel Davy, Agnès Desolneux, Jean-Michel Morel

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images.

Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Model-Blind Video Denoising via Frame-To-Frame Training.

Thibaud Ehret, Axel Davy, Jean-Michel Morel, Gabriele Facciolo, Pablo Arias

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Non-Local Video Denoising by CNN.

Axel Davy, Thibaud Ehret, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias

CoRR, 2018

Reducing Anomaly Detection in Images to Detection in Noise.

Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Brain tumor segmentation with Deep Neural Networks.

Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle

Medical Image Anal., 2017

A survey of exemplar-based texture synthesis.

Lara Raad, Axel Davy, Agnès Desolneux, Jean-Michel Morel

CoRR, 2017