Publications
2023
A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing
G. Lesné, Y. Gousseau, S. Ladjal, A. Newson
Tracking Intermittent Particles with Self-Learned Visual Features.
R. Reme, V. Piriou, A. Hanson, R. Yuste, A. Newson, E. Angelini, J.-C. Olivo-Marin, T. Lagache
ISBI, 2023
Infusion: Internal Diffusion for Video Inpainting
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
2023, Preprint
2022
Feature-style Encoder for Style-Based GAN Inversion
X. Yao, A. Newson, Y. Gousseau, P. Hellier
ECCV 2022, Paper
A Patch-based for Diverse and High-Fidelity Single Image Generation
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks
C-H. Pham, S. Ladjal, A. Newson
JMIV, 2022, Paper
Patch-based Stochastic Attention for Image Editing
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
ArXiv, 2022, Paper
2021
A Latent Transformer for Disentangeled Face Editing in Images and Videos
X. Yao, A. Newson, Y. Gousseau, P. Hellier
Multi-view Radar Semantic Segmentation
A. Ouaknine, A. Newson, F. Tupin, P. Pérez, J. Rebut
Learning Non-Linear Disentangled Editing For StyleGAN
X. Yao, A. Newson, Y. Gousseau, P. Hellier
ICIP, 2021, Paper
2020
High Resolution Face Age Editing
X. Yao, G. Puy, A. Newson, Y. Gousseau, P. Hellier
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations
A. Ouaknine, A. Newson, J. Rebut, F. Tupin, P. Pérez
ICPR, 2020, Paper
A PCA-like Autoencoder
S. Ladjal, A. Newson, C-H Pham
arXiv:1904.01277, 2019, Preprint
Un Modèle Aléatoire pour le Grain Photographique
J. Delon, A. Newson
Images des mathématiques, 2020, Paper
2019
Processing Simple Geometric Attributes with Autoencoders
A. Newson, A. Almansa, Y. Gousseau, S. Ladjal
JMIV, 2019, Paper
2018
Taking Apart Autoencoders: How do They Encode Geometric Shapes?
A. Newson, A. Almansa, S. Ladjal, Y. Gousseau, HAL preprint
2017
Realistic Film Grain Rendering
A. Newson, N. Faraj, J. Delon, B. Galerne
Image Processing Online (IPOL), 2017, Project webpage (online demo and source code)
Non-Local Patch-Based Image Inpainting
A. Newson, A. Almansa, Y. Gousseau, P. Pérez
Image Processing Online (IPOL), 2017, Project webpage (online demo and source code)
Analysis of a Physically Realistic Film Grain Model, and a Gaussian Film Grain Synthesis Algorithm
A. Newson, N. Faraj, J. Delon, B. Galerne
SSVM, 2017, Paper
A Stochastic Film Grain Model for Resolution-Indepenent Rendering
A. Newson, J. Delon, B. Galerne
Computer Graphics Forum, 2017
2015
Low-Rank Spatio-Temporal Video Segmentation
A. Newson, M. Tepper, G. Sapiro
BMVC, 2015
Multi-temporal Foreground Detection in Videos
M. Tepper, A. Newson, P. Sprechmann, G. Sapiro
ICIP, 2015, Project webpage
2014
Video inpainting of complex scenes
A. Newson, A. Almansa, M Fradet, Y. Gousseau, P. Pérez
SIAM Journal on Imaging Sciences, 2014
Robust automatic line scratch detection in films
A. Newson, A. Almansa, Y. Gousseau, P. Pérez
IEEE Transactions on Image Processing 2014.
2013
Towards fast, generic video inpainting
A. Newson, A. Almansa, M. Fradet,Y. Gousseau, P. Pérez
CVMP 2013, BEST STUDENT PAPER AWARD, Project webpage
Temporal filtering of line scratch detections in degraded films.
A. Newson, A. Almansa, Y. Gousseau, P. Pérez.
ICIP 2013, Project webpage
Vers un inpainting video automatique, rapide et generique
A. Newson, M. Fradet, P. Pérez, A. Almansa, Y. Gousseau.
Gretsi 2013, Paper
2012
Adaptive line scratch detection in degraded films.
A. Newson, P. Pérez, A. Almansa, Y. Gousseau.
CVMP 2012, Project webpage
Habilitation à Diriger des Recherches (HDR)
On Several Mathematical and Data-Driven Models for Image and Video Editing, Synthesis and Analysis
A. Newson, 2023
PhD Thesis
On Video Completion: Line Scratch Detection in Films and Video Inpainting of Complex Scenes
A. Newson, 2014