Alasdair Newson
Scholar

Alasdair Newson

Google Scholar ID: hQ07GR8AAAAJ
Sorbonne Université
Image processingComputer VisionDeep Learning
Citations & Impact
All-time
Citations
1,069
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
10
list available
Resume (English only)
Academic Achievements
  • - Paper 'Infusion: Internal Diffusion for Inpainting of Dynamic Textures and Complex Motion' accepted to Eurographics 2025.
  • - Paper 'Neural Film Grain Rendering' accepted to Eurographics 2025.
  • - Paper 'Restyling Unsupervised Concept Based Interpretable Networks with Generative Models' accepted to ICLR 2025.
  • - Paper 'SINETRA: a Versatile Framework for Evaluating Single Neuron Tracking in Behaving Animals' accepted to ISBI 2025.
Research Experience
  • - Postdoc researcher with Guillermo Sapiro's team.
  • - Worked at Paris Descartes (Paris, France) with Julie Delon and Bruno Galerne.
  • - Assistant professor at Télécom Paris from 2018 to 2023.
  • - Current position: Lecturer at Sorbonne Université, focusing on deep learning for image processing.
Education
  • PhD in image and video processing completed in March 2014, supervised by Andres Almansa, Yann Gousseau, and Patrick Perez, with Technicolor and Telecom Paris.
Background
  • Lecturer (Maître de Conférences, HDR) at Sorbonne Université, working in the MLIA team of the ISIR lab. Research interests include image and video inpainting and restoration, statistical methods in image processing, film restoration, variational methods, and motion estimation.
Miscellany
  • Current PhD students: Ali Joundi, Jules Ripoll, Raphael Reme. Former PhD students and postdocs: Gwilherm Lesné, Nicolas Cherel, Chi-Hieu Pham, Arthur Ouaknine, Xu Yao. Collaborators: Andrés Almansa, Elsa Angelini, Matthieu Cord, Julie Delon, Noura Faraj, Bruno Galerne, Yann Gousseau, Pierre Hellier, Saïd Ladjal, Thibault Lagache, Patrick Pérez, Qiang Qiu, Guillermo Sapiro, Pablo Sprechmann, Mariano Tepper, Yann Traonmilin, Florence Tupin.