A survey of exemplar-based texture synthesis. - Lara Raad; Axel Davy; Agnès Desolneux; Jean-Michel Morel (CoRR, 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)

Reducing Anomaly Detection in Images to Detection in Noise. - Axel Davy; Thibaud Ehret; Jean-Michel Morel; Mauricio Delbracio (ICIP, 2018)

Non-Local Video Denoising by CNN. - Axel Davy; Thibaud Ehret; Gabriele Facciolo; Jean-Michel Morel; Pablo Arias 001 (CoRR, 2018)

Model-Blind Video Denoising via Frame-To-Frame Training. - Thibaud Ehret; Axel Davy; Jean-Michel Morel; Gabriele Facciolo; Pablo Arias 001 (CVPR, 2019)

Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. - Thibaud Ehret; Axel Davy; Pablo Arias 001; Gabriele Facciolo (ICCV, 2019)

Detection of Small Anomalies on Moving Background. - Axel Davy; Agnès Desolneux; Jean-Michel Morel (ICIP, 2019)

A Non-Local CNN for Video Denoising. - Axel Davy; Thibaud Ehret; Jean-Michel Morel; Pablo Arias 001; Gabriele Facciolo (ICIP, 2019)

A Novel Activity Detector Applied to Sentinel-1 for Surveillance. - Axel Davy; Max Dunitz (IGARSS, 2019)

Joint demosaicing and denoising by overfitting of bursts of raw images. - Thibaud Ehret; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CoRR, 2019)

Optimization of Image B-spline Interpolation for GPU Architectures. - Thibaud Briand; Axel Davy (Image Process. Line, 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)

Image Anomalies: A Review and Synthesis of Detection Methods. - Thibaud Ehret; Axel Davy; Jean-Michel Morel; Mauricio Delbracio (J. Math. Imaging Vis., 2019)

Self-Supervised Multi-Image Super-Resolution for Push-Frame Satellite Images. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CVPR Workshops, 2021)

PROBA-V-REF: Repurposing the PROBA-V Challenge for Reference-Aware Super Resolution. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (IGARSS, 2021)

Self-supervised training for blind multi-frame video denoising. - Valéry Dewil; Jérémy Anger; Axel Davy; Thibaud Ehret; Gabriele Facciolo; Pablo Arias 001 (WACV, 2021)

Video Denoising by Combining Patch Search and CNNs. - Axel Davy; Thibaud Ehret; Jean-Michel Morel; Pablo Arias 001; Gabriele Facciolo (J. Math. Imaging Vis., 2021)

GPU acceleration of NL-means, BM3D and VBM3D. - Axel Davy; Thibaud Ehret (J. Real Time Image Process., 2021)

Fast, Nonlocal and Neural: A Lightweight High Quality Solution to Image Denoising. - Yu Guo 008; Axel Davy; Gabriele Facciolo; Jean-Michel Morel; Qiyu Jin (IEEE Signal Process. Lett., 2021)

Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (CVPR, 2022)

Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. - Ngoc Long Nguyen; Jérémy Anger; Axel Davy; Pablo Arias 001; Gabriele Facciolo (IGARSS, 2022)

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 001; Gabriele Facciolo (CVPR Workshops, 2023)

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. - Ahmed Ben Saad; Kristina Prokopetc; Josselin Kherroubi; Axel Davy; Adrien Courtois; Gabriele Facciolo (WACV, 2023)

PDB Unet: A Spatio Temporal Video Fixed Pattern Noise Removal Network. - Hortensia Barral; Pablo Arias 001; Axel Davy (ECCV Workshops (9), 2024)

Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. - Arnaud Barral; Pablo Arias 001; Axel Davy (WACV, 2024)

On the Importance of Large Objects in CNN Based Object Detection Algorithms. - Ahmed Ben Saad; Gabriele Facciolo; Axel Davy (WACV, 2024)