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 Jean-Michel 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

  • Efficient blind deblurring under high noise levels. J. Anger, M. Delbracio, and G. Facciolo. ISPA 2019. pdf

  • A Non-Local CNN for Video Denoising. A. Davy, T. Ehret, J.-M. Morel, P. Arias, and G. Facciolo. ICIP 2019. pdf, code

  • SIFT-AID: Boosting SIFT with an Affine Invariant Descriptor based on Convolutional Neural Networks. M. Rodriguez, G. Facciolo, R. Grompone von Gioi, P. Muse, J.-M. Morel, and J. Delon. ICIP 2019. web page, 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

  • Assessing the Sharpness of Satellite Images: Study of the Planetscope Constellation. J. Anger, C. de Franchis, and G. Facciolo. IGARSS 2019. pdf

  • Modeling Realistic Degradations in Non-Blind Deconvolution. J. Anger, M. Delbracio, and G. Facciolo. IEEE ICIP 2018. pdf, web page, code

  • A Comparison of Patch-Based Models in Video Denoising. P. Arias, G. Facciolo, and J.-M. Morel. IEEE IVMSP 2018. pdf

Workshops, Talks and Presentations

  • Invited talk the 'Huawei Future ISP Technology Workshop’, Nice, September 22, 2017.

  • How to win the IARPA Challenge, C. de Franchis, G. Facciolo, E. Meinhardt-Llopis. Meeting MISS, December 6 2016, CMLA

  • IPOL: Image Processing On Line, Dagstuhl Seminar #16462: Inpainting-Based Image Compression. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, November 17 2016

  • 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