Aymeric ERADES

Lien soutenance:

https://www.youtube.com/watch?v=2sZdIiWiR4Q

Aymeric Erades

Aymeric ERADES

Ph.D. Student Computer Vision and Visualizations

École Centrale de Lyon

LIRIS


I'm a Ph.D. student working on computer vision and visualizations at LIRIS/Ecole Centrale de Lyon supervised by Romain Vuillemot . My work focus on how to improve performances of professional player using matches broadcast. I am working on three main issues:

  • How to extract data from matches broadcast
  • How to analyze extracted data
  • How to create easy to understand visualizations
All my research work is applied to table tennis in partnership with the french table tennis federation (FFTT) to help the French nationnal teams to understand outcomes of matches and help them to prepare futher matches.


Interests

  • Artificial Intelligence
  • Data Exploration
  • Visualizations
  • Sports data analysis


Contact

Publications



2025


Analysis of Service Returns in Table Tennis
Riad Attou, Marin Mathé, Aymeric Erades, Romain Vuillemot
12th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML/PKDD 2025), Sep 2025, Porto, Portugal ⟨hal-05201121 .
Player-Centric Shot Maps in Table Tennis
Aymeric Erades, Romain Vuillemot
Computer graphics Forum (Proc. Eurovis) 2025, Luxembourg
⟨hal-04997867⟩ .

Investigating Control Areas in Table Tennis
Aymeric Erades, Lou Peuch, Romain Vuillemot
Sixteenth International EuroVis Workshop on Visual Analytics (EuroVA), Juin 2025, Luxembourg
⟨hal-05032405 .

2024


Characterizing Serves in Table Tennis
Aymeric Erades, Thomas Papon, Romain Vuillemot
Machine Learning and Data Mining for Sports Analytics, Septembre 2024, Vilnius, Lituanie.
⟨hal-04691690 .

SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming
Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner, Jenny Benois-Pineau
MediaEval 2023 Workshop collocated with MMM 2024, Amsterdam, Pays-bas.
⟨hal-04490839 .

2023


Exploring Table Tennis Analytics: Domination, Expected Score and Shot Diversity
Gabin Calmet, Aymeric Erades, Romain Vuillemot
Workshop MLSA, 2023
⟨hal-04240982 .

Visual Analysis of Table Tennis Game Tactics
Aymeric Erades, Romain Vuillemot
Journée Visu 2023, 22 juin 2023, Saclay (France)
⟨hal-04241005 .

Photos

Thesis

PDF