Thomas Eboli

Postdoctoral researcher

ENS Paris-Saclay

Email: firstname dot lastname at ens-paris-saclay dot fr
Google scholar / GitHub / LinkedIn / YouTube

About me

I am a postdoctoral researcher at ENS Paris-Saclay under the surpervision of Jean-Michel Morel and Gabriele Facciolo. I am interested in image processing problems and inverse problems, with a particular enthusiasm for lens design and correction algorithms.

Before that, I was a PhD student at INRIA Paris, in the WILLOW project team specialized in computer vision, under the supervision of Jean Ponce and Jian Sun. I worked on hybrid methods for image deblurring, at the intersection of classical inverse problems and recent deep learning techniques.

Prior to research, I received an engineering degree in applied mathematics from Telecom Paris with majors in signal processing and distributed computation, as well as a top-tier M.Sc. degree in applied mathematics (called MVA in France, standing for maths, vision and learning) from ENS Paris-Saclay.

Beside my research activities, I spend time taking and editing photos, running and biking. I was also painting, which eventually led me from signal to image processing.


News

October 2022: Our paper Breaking down Polyblur: Fast Blind Correction of Small Anisotropic Blurs has been accepted in IPOL.

July 2022: Our paper Fast Two-step Blind Optical Aberration Correction has been accepted at ECCV 2022 (poster).

May 2022: Our paper High dynamic range and super-resolution from raw image bursts has been accepted at SIGGRAPH 2022 (journal track).

January 2022: I joined ENS Paris-Saclay as a postdoctoral researcher.


Publications

Implementing Handheld Burst Super-resolution

Jamy Lafenetre, Gabriele Facciolo, Thomas Eboli
Technical report, 2023
[paper] [code] [demo]

Fast Chromatic Aberration Correction with 1D Filters

Thomas Eboli
Technical report, 2022
[paper] [code] [demo]

Breaking down Polyblur: Fast Blind Correction of Small Anisotropic Blurs

Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo.
IPOL, 2022
[paper] [code] [demo]

Fast Two-step Blind Optical Aberration Correction

Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo.
ECCV, 2022
[paper] [code] [webpage] [demo] [video] [poster]

High dynamic range and super-resolution from raw image bursts

Bruno Lecouat, Thomas Eboli, Jean Ponce, Julien Mairal.
SIGGRAPH (journal track), 2022
[paper] [video]

Hybrid non-blind deblurring for real scenarios

Thomas Eboli
PhD thesis, Université PSL, 2021
[manuscript]

Learning to Jointly Deblur, Demosaick and Denoise Raw Images

Thomas Eboli, Jian Sun, Jean Ponce.
Technical report, 2021
[paper]

Structured and localized image restoration

Thomas Eboli*, Alex Nowak Vila*, Jian Sun, Francis Bach, Jean Ponce, Alessandro Rudi.
Technical report, 2020
[paper]

End-to-end interpretable learning of non-blind image deblurring

Thomas Eboli, Jian Sun, Jean Ponce.
ECCV, 2020
[paper] [code]

Other coding projects

Numba implementation of SIGGRAH, 2019 Handheld Multi-frame Super-resolution

[code] [demo]

Services

I served as a reviewer for CVPR, IJCV, IEEE TPAMI, IEEE TIP, JMLR and IPOL.

Students

Jamy Lafenetre (Intern @ENS Paris-Saclay, Sep. 2022-now): Real-time video super-resolution.

Teaching

@ENS: Object recognition and computer vision (2018-2021, TA): overseeing final projects.
@ENPC: Introduction to programming (2018-2019, TA): lectures.