Axel Davy

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 36

Top Topics

Anomaly Detection

Satellite Images

Top Venues

Publications

Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin
Fast, nonlocal and neural: a lightweight high quality solution to image denoising. CoRR (2024)
Ahmed Ben Saad, Gabriele Facciolo, Axel Davy
On the Importance of Large Objects in CNN Based Object Detection Algorithms. WACV (2024)
Arnaud Barral, Pablo Arias, Axel Davy
Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. WACV (2024)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. CVPR Workshops (2023)
Ahmed Ben Saad, Gabriele Facciolo, Axel Davy
On the Importance of Large Objects in CNN Based Object Detection Algorithms. CoRR (2023)
Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. WACV (2023)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery. CoRR (2023)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. IGARSS (2022)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. CoRR (2022)
Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. CoRR (2022)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. CVPR (2022)
Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin
Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising. IEEE Signal Process. Lett. 28 (2021)
Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo, Pablo Arias
Self-supervised training for blind multi-frame video denoising. WACV (2021)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images. CVPR Workshops (2021)
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo
Video Denoising by Combining Patch Search and CNNs. J. Math. Imaging Vis. 63 (1) (2021)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution. CoRR (2021)
Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo
PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution. IGARSS (2021)
Axel Davy, Thibaud Ehret
GPU acceleration of NL-means, BM3D and VBM3D. J. Real Time Image Process. 18 (1) (2021)
Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Pablo Arias, Gabriele Facciolo
Self-Supervised training for blind multi-frame video denoising. CoRR (2020)
Thibaud Ehret, Axel Davy, Mauricio Delbracio, Jean-Michel Morel
How to Reduce Anomaly Detection in Images to Anomaly Detection in Noise. Image Process. Line 9 (2019)
Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. ICCV (2019)
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio
Reducing Anomaly Detection in Images to Detection in Noise. CoRR (2019)
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Gabriele Facciolo, Pablo Arias
Model-Blind Video Denoising via Frame-To-Frame Training. CVPR (2019)
Thibaud Briand, Axel Davy
Optimization of Image B-spline Interpolation for GPU Architectures. Image Process. Line 9 (2019)
Axel Davy, Max Dunitz
A Novel Activity Detector Applied to Sentinel-1 for Surveillance. IGARSS (2019)
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo
A Non-Local CNN for Video Denoising. ICIP (2019)
Axel Davy, Agnès Desolneux, Jean-Michel Morel
Detection of Small Anomalies on Moving Background. ICIP (2019)
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio
Image Anomalies: A Review and Synthesis of Detection Methods. J. Math. Imaging Vis. 61 (5) (2019)
Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo
Joint demosaicing and denoising by overfitting of bursts of raw images. CoRR (2019)
Axel Davy, Thibaud Ehret, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias
Non-Local Video Denoising by CNN. CoRR (2018)
Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio
Image Anomalies: a Review and Synthesis of Detection Methods. CoRR (2018)
Thibaud Ehret, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias
Model-blind Video Denoising Via Frame-to-frame Training. CoRR (2018)
Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio
Reducing Anomaly Detection in Images to Detection in Noise. ICIP (2018)
Lara Raad, Axel Davy, Agnès Desolneux, Jean-Michel Morel
A survey of exemplar-based texture synthesis. CoRR (2017)
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
Brain tumor segmentation with Deep Neural Networks. Medical Image Anal. 35 (2017)
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
Brain Tumor Segmentation with Deep Neural Networks. CoRR (2015)