Publications
Journals
Conferences
CNN-assisted Coverings in the Space of Tilts: Best Affine Invariant Performances with the Speed of CNNs. M. Rodriguez, G. Facciolo, R. Grompone, P. Musé, J. Delon, and J.-M. Morel. ICIP 2020.
A Review of an Old Dilemma: Demosaicking First, or Denoising First? Q. Jin, G. Facciolo, and J.-M. Morel. CVPR, NTIRE Workshop, 2020. pdf web page
Fast and Accurate Multi-Frame Super-Resolution of Satellite Images. J. Anger, T. Ehret, C. de Franchis, and G. Facciolo. ISPRS Annals, 2020.
Stockpile monitoring using linear Shape-from-Shading on PlanetScope imagery. M. d’Autume, A. Perry, J.-M. Morel G. Facciolo, and E. Meinhardt. ISPRS Annals, 2020.
Circular-shaped object detection inlow resolution satellite images. A. Tadros, S. Drouyer, G. Facciolo, and R. Grompone von Gioi. ISPRS Annals, 2020.
Relative Radiometric Normalization Using Several Automatically Chosen Reference Images for Multi-Sensor, Multi-Temporal Series. C. Hessel, R. Grompone von Gioi, J.-M. Morel, G. Facciolo, P. Arias, and C. de Franchis. ISPRS Annals, 2020.
Robust estimation of local affine maps and its applications to image matching. M. Rodriguez, G. Facciolo, R. Grompone von Gioi, P. Musé, and J. Delon. WACV 2020. 
Joint demosaicing and denoising by overfitting of bursts of raw images. T. Ehret, A. Davy, P. Arias, and G. Facciolo. ICCV 2019. pdf
To Bundle Adjust or Not: A Comparison of Relative Geolocation Correction Strategies for Satellite Multi-View Stereo. R. Marí, C. de Franchis, E. Meinhardt, and G. Facciolo. ICCV (3DRW) 2019. pdf web page
A Non-Local CNN for Video Denoising. A. Davy, T. Ehret, J.-M. Morel, P. Arias, and G. Facciolo. ICIP 2019. pdf, code
AID : Un descripteur invariant affine pour SIFT., M. Rodríguez, G. Facciolo, R. Grompone von Gioi, P. Musé, J.-M. Morel, J. Delon. In ORASIS, 2019.
Model-blind Video Denoising Via Frame-to-frame Training. T. Ehret, A. Davy, J.-M. Morel, G. Facciolo, and P. Arias. CVPR 2019. pdf, code
3D Modeling of Earth’s Surface: Study of the Antarctica. P. Chiberre, E. Meinhardt-Llopis, C. de Franchis, and G. Facciolo. IGARSS 2019.
pdf
Non-local Dual Image Denoising, N. Pierazzo, M. Lebrun, M. Rais, J.-M. Morel, and G. Facciolo, ICIP, 2014. (★ Top 10%) web page, demo, code, pdf
A mathematical perspective of image denoising, M. Colom, G. Facciolo, M. Lebrun, N. Pierazzo, M. Rais, Y.-Q. Wang, and J.-M. Morel, pp 1061, in Proceedings of the International Congress of Mathematicians, Seoul, 2014. pdf
Workshops, Talks and Presentations
How to win the IARPA Challenge, C. de Franchis, G. Facciolo, E. Meinhardt-Llopis. Meeting MISS, December 6 2016, CMLA
Data Adaptive Dual Domain Denoising, Séminaire de Mathématiques Appliquées au Traitement d'Images (SMATI Seminar). March 5 2015, LTCI, Telecom ParisTech
Temporally consistent gradient domain video editing presented at the “Santalo's Summer School on Mathematical Models in Image Processing and Computer Vision”. August 8-12, 2011, UIMP, Santander, Spain.
Phd Thesis
Phd Thesis: Irregularly sampled image restoration and interpolation ( pdf)
Universitat Pompeu Fabra, Image Processing Group, March 2011. Advisor: Vicent Caselles.
Awards
Patents
Carlo De Franchis, Guillaume Lostis, Hefdhi Abdennadher, Pablo Arias, Thomas Madaule, Davy Axel, Sylvain Calisti, Jean-Michel Morel, Raffaele Grompone, Gabriele Facciolo. Method and system for remotely measuring the volume of liquid stored in external floating roof tanks, US Patent 10,672,139, 2020.
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