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ORCIDAxel Davy
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2020 – today
- 2024
[c15]Ahmed Ben Saad, Gabriele Facciolo, Axel Davy:
On the Importance of Large Objects in CNN Based Object Detection Algorithms. WACV 2024: 522-531- [c14]Arnaud Barral, Pablo Arias, Axel Davy:
Fixed Pattern Noise Removal For Multi-View Single-Sensor Infrared Camera. WACV 2024: 1658-1667 - [i14]Yu Guo, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Qiyu Jin:
Fast, nonlocal and neural: a lightweight high quality solution to image denoising. CoRR abs/2403.03488 (2024) - 2023
- [c13]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: 2013-2023 - [c12]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: 2379-2388 - [i13]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 abs/2304.06871 (2023) - [i12]Ahmed Ben Saad, Gabriele Facciolo, Axel Davy:
On the Importance of Large Objects in CNN Based Object Detection Algorithms. CoRR abs/2311.11714 (2023) - 2022
- [c11]Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo:
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. CVPR 2022: 1848-1858 - [c10]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: 131-134 - [i11]Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo:
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites. CoRR abs/2205.02031 (2022) - [i10]Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo:
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information. CoRR abs/2211.10177 (2022) - 2021
- [j7]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): 73-88 (2021) - [j6]Axel Davy, Thibaud Ehret:
GPU acceleration of NL-means, BM3D and VBM3D. J. Real Time Image Process. 18(1): 57-74 (2021) - [j5]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: 1515-1519 (2021) - [c9]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: 1121-1131 - [c8]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: 3881-3884 - [c7]Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Gabriele Facciolo, Pablo Arias:
Self-supervised training for blind multi-frame video denoising. WACV 2021: 2723-2733 - [i9]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 abs/2101.10200 (2021) - 2020
- [i8]Valéry Dewil, Jérémy Anger, Axel Davy, Thibaud Ehret, Pablo Arias, Gabriele Facciolo:
Self-Supervised training for blind multi-frame video denoising. CoRR abs/2004.06957 (2020)
2010 – 2019
- 2019
- [j4]Thibaud Briand, Axel Davy:
Optimization of Image B-spline Interpolation for GPU Architectures. Image Process. Line 9: 183-204 (2019) - [j3]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: 391-412 (2019) - [j2]Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio:
Image Anomalies: A Review and Synthesis of Detection Methods. J. Math. Imaging Vis. 61(5): 710-743 (2019) - [c6]Thibaud Ehret, Axel Davy, Jean-Michel Morel, Gabriele Facciolo, Pablo Arias:
Model-Blind Video Denoising via Frame-To-Frame Training. CVPR 2019: 11369-11378 - [c5]Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo:
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images. ICCV 2019: 8867-8876 - [c4]Axel Davy, Agnès Desolneux, Jean-Michel Morel:
Detection of Small Anomalies on Moving Background. ICIP 2019: 2015-2019 - [c3]Axel Davy, Thibaud Ehret, Jean-Michel Morel, Pablo Arias, Gabriele Facciolo:
A Non-Local CNN for Video Denoising. ICIP 2019: 2409-2413 - [c2]Axel Davy, Max Dunitz:
A Novel Activity Detector Applied to Sentinel-1 for Surveillance. IGARSS 2019: 1510-1513 - [i7]Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio:
Reducing Anomaly Detection in Images to Detection in Noise. CoRR abs/1904.11276 (2019) - [i6]Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo:
Joint demosaicing and denoising by overfitting of bursts of raw images. CoRR abs/1905.05092 (2019) - 2018
- [c1]Axel Davy, Thibaud Ehret, Jean-Michel Morel, Mauricio Delbracio:
Reducing Anomaly Detection in Images to Detection in Noise. ICIP 2018: 1058-1062 - [i5]Thibaud Ehret, Axel Davy, Jean-Michel Morel, Mauricio Delbracio:
Image Anomalies: a Review and Synthesis of Detection Methods. CoRR abs/1808.02564 (2018) - [i4]Axel Davy, Thibaud Ehret, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias:
Non-Local Video Denoising by CNN. CoRR abs/1811.12758 (2018) - [i3]Thibaud Ehret, Axel Davy, Gabriele Facciolo, Jean-Michel Morel, Pablo Arias:
Model-blind Video Denoising Via Frame-to-frame Training. CoRR abs/1811.12766 (2018) - 2017
- [j1]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: 18-31 (2017) - [i2]Lara Raad, Axel Davy, Agnès Desolneux, Jean-Michel Morel:
A survey of exemplar-based texture synthesis. CoRR abs/1707.07184 (2017) - 2015
- [i1]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 abs/1505.03540 (2015)
Coauthor Index
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last updated on 2024-04-25 05:57 CEST by the dblp team
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