Lelièvre, P., & Neri, P. (2021). A deep-learning framework for human perception of abstract art composition. Journal of Vision, 21(5), 9. https://doi.org/10.1167/jov.21.5.9
Lelièvre, P., & Neri, P. (2022). Perceptual Exploration of Latent Space for Pictorial Composition. VSAC 2022, Amsterdam, Netherlands.
Lelièvre, P., & Neri, P. (2022). Perceptual Exploration of Latent Space for Pictorial Composition. VSS 2022, Florida, USA.
Lelièvre, P., & Neri, P. (2019). Abstract Painting Composition: A Deep Learning Model of the Orientation Perception and Judgement. ECVP 2019, Leuven, Belgium.
Exhibitions
Hidden Dynamics, École Normale Supérieure, Paris, France (Nov 2022)
Fête de la Science, École Normale Supérieure, Paris, France (Oct 2019)
Art@VSAC, BAC Atelier, Leuven, Belgium (Aug 2019)
Festival Temps d'Images, Selection of Acht Mal (short animation), Noisiel, France (Oct 2010)
Positions
National Taiwan University(Feb 2023 – present, Taipei, Taiwan)
Postdoctoral Researcher — Machine Learning & fMRI
- Research topic : The internal representations for image statistics using public fMRI datasets
- Supervisor : Chien-Chung Chen
Polywink(Feb 2018 – Apr 2018, Paris, France)
R&D Engineer — Machine Learning
- Research and development of deep learning models for the dissociation of skin materials
EISKO, Digital Double Agency(Sep 2012 – Aug 2017, Paris, France)
R&D Engineer — Computer Vision — Head of Capture Systems
- Research, development and design of systems for texture and geometry acquisition (face & body)
- Research and development of image processing frameworks (calibration & materials dissociation)
- Research and development of a cosmetic evaluation framework based on holistic 2D/3D data
- In-house and overseas on-set captures for feature films, video-games and cosmetic evaluations
- Showcasing company's technologies at SIGGRAPH and other international events
Education
École Normale Supérieure(Oct 2018 – Nov 2022, Paris, France)
PhD — Research Creation, Machine Learning, Psychophysic
- Thesis topic : Pictorial Composition – Modeling, Perception, Exploration
- Supervisor : Peter Neri
- Labs : LSP (Laboratoire des Systèmes Perceptifs) – SACRe (Science Arts Création Recherche)
ENS Louis Lumière(Sep 2009 – May 2012, Paris, France)
Master's Degree — Cinematography, Science and Research
- Thesis topic : The Role of Technical Director in VFX and Animation Studios
- Supervisor : Cédric Guiard, Co-supervisor : Alain Sarlat
Preparatory Class Ciné-Sup(Sep 2007 – Jun 2009, Nantes, France)
Bachelor's Degree — Cinema, Art and Science
- Degree delivered by Paris-Sorbonne University