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Axel Davy
Axel Davy
Image Processing Expert at HGH Infrared Systems and PhD co-supervisor at ENS Cachan/Paris-Saclay
Dirección de correo verificada de ens-cachan.fr - Página principal
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Brain tumor segmentation with deep neural networks
M Havaei, A Davy, D Warde-Farley, A Biard, A Courville, Y Bengio, C Pal, ...
Medical image analysis 35, 18-31, 2017
34442017
Model-blind video denoising via frame-to-frame training
T Ehret, A Davy, JM Morel, G Facciolo, P Arias
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
892019
Joint demosaicking and denoising by fine-tuning of bursts of raw images
T Ehret, A Davy, P Arias, G Facciolo
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
702019
A non-local CNN for video denoising
A Davy, T Ehret, JM Morel, P Arias, G Facciolo
2019 IEEE international conference on image processing (ICIP), 2409-2413, 2019
642019
Image anomalies: A review and synthesis of detection methods
T Ehret, A Davy, JM Morel, M Delbracio
Journal of Mathematical Imaging and Vision 61, 710-743, 2019
542019
A survey of exemplar-based texture synthesis
L Raad, A Davy, A Desolneux, JM Morel
Annals of Mathematical Sciences and Applications 3 (1), 89-148, 2018
392018
Non-local video denoising by CNN
A Davy, T Ehret, JM Morel, P Arias, G Facciolo
arXiv preprint arXiv:1811.12758, 2018
362018
Self-supervised training for blind multi-frame video denoising
V Dewil, J Anger, A Davy, T Ehret, G Facciolo, P Arias
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
322021
Self-supervised multi-image super-resolution for push-frame satellite images
NL Nguyen, J Anger, A Davy, P Arias, G Facciolo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
272021
Reducing anomaly detection in images to detection in noise
A Davy, T Ehret, JM Morel, M Delbracio
2018 25th IEEE International Conference on Image Processing (ICIP), 1058-1062, 2018
202018
GPU acceleration of NL-means, BM3D and VBM3D
A Davy, T Ehret
Journal of Real-Time Image Processing 18 (1), 57-74, 2021
172021
Video denoising by combining patch search and CNNs
A Davy, T Ehret, JM Morel, P Arias, G Facciolo
Journal of Mathematical Imaging and Vision 63, 73-88, 2021
142021
Method and system for remotely measuring the volume of liquid stored in external floating roof tanks
C De Franchis, G Lostis, H Abdennadher, P Arias, T Madaule, D Axel, ...
US Patent 10,672,139, 2020
132020
Fast, nonlocal and neural: A lightweight high quality solution to image denoising
Y Guo, A Davy, G Facciolo, JM Morel, Q Jin
IEEE Signal Processing Letters 28, 1515-1519, 2021
122021
Method, device and permanent storage memory for detecting drilling and/or hydraulic fracturing of hydrocarbon wells
A Rostand, I Petkantchin, D Axel, C De Franchis, JM Morel, S Calisti
US Patent 10,534,961, 2020
92020
How to reduce anomaly detection in images to anomaly detection in noise
T Ehret, A Davy, M Delbracio, JM Morel
Image Processing On Line 9, 391-412, 2019
92019
Self-supervised super-resolution for multi-exposure push-frame satellites
NL Nguyen, J Anger, A Davy, P Arias, G Facciolo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
82022
Optimization of image B-spline interpolation for GPU architectures
T Briand, A Davy
Image Processing On Line 9, 183-204, 2019
62019
Proba-v-ref: Repurposing the proba-v challenge for reference-aware super resolution
NL Nguyen, J Anger, A Davy, P Arias, G Facciolo
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3881 …, 2021
42021
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery
NL Nguyen, J Anger, A Davy, P Arias, G Facciolo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
32023
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