Alasdair Newson

According to our database, Alasdair Newson authored at least 36 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Patch-based stochastic attention for image editing.

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson

Comput. Vis. Image Underst., January, 2024

SINETRA: a Versatile Framework for Evaluating Single Neuron Tracking in Behaving Animals.

Raphael Reme, Alasdair Newson, Elsa D. Angelini, Jean-Christophe Olivo-Marin, Thibault Lagache

CoRR, 2024

Restyling Unsupervised Concept Based Interpretable Networks with Generative Models.

Jayneel Parekh, Quentin Bouniot, Pavlo Mozharovskyi, Alasdair Newson, Florence d'Alché-Buc

CoRR, 2024

A Concept-Based Explainability Framework for Large Multimodal Models.

Jayneel Parekh, Pegah Khayatan, Mustafa Shukor, Alasdair Newson, Matthieu Cord

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Particle Tracking in Biological Images with Optical-Flow Enhanced Kalman Filtering.

Raphael Reme, Alasdair Newson, Elsa D. Angelini, Jean-Christophe Olivo-Marin, Thibault Lagache

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Diffusion-Based Image Inpainting with Internal Learning.

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Infusion: Internal Diffusion for Video Inpainting.

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson

CoRR, 2023

Tracking Intermittent Particles with Self-Learned Visual Features.

Raphael Reme, Victor Piriou, Alison Hanson, Rafael Yuste, Alasdair Newson, Elsa D. Angelini, Jean-Christophe Olivo-Marin, Thibault Lagache

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Compact and Semantic Latent Space for Disentangled and Controllable Image Editing.

Gwilherm Lesné, Yann Gousseau, Saïd Ladjal, Alasdair Newson

Proceedings of the 20th ACM SIGGRAPH European Conference on Visual Media Production, 2023

On Several Mathematical and Data-Driven Models for Image and Video Editing, Synthesis and Analysis.

Alasdair Newson

, 2023

2022

PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks.

Chi-Hieu Pham, Saïd Ladjal, Alasdair Newson

J. Math. Imaging Vis., 2022

Feature-Style Encoder for Style-Based GAN Inversion.

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

CoRR, 2022

A Patch-Based Algorithm for Diverse and High Fidelity Single Image Generation.

Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos.

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

A Latent Transformer for Disentangled and Identity-Preserving Face Editing.

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

CoRR, 2021

Learning Non-Linear Disentangled Editing For Stylegan.

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Latent Transformer for Disentangled Face Editing in Images and Videos.

Xu Yao, Alasdair Newson, Yann Gousseau, Pierre Hellier

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-View Radar Semantic Segmentation.

Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Processing Simple Geometric Attributes with Autoencoders.

Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal

J. Math. Imaging Vis., 2020

PCAAE: Principal Component Analysis Autoencoder for organising the latent space of generative networks.

Chi-Hieu Pham, Saïd Ladjal, Alasdair Newson

CoRR, 2020

High Resolution Face Age Editing.

Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier

Proceedings of the 25th International Conference on Pattern Recognition, 2020

CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations.

Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin, Patrick Pérez

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Processsing Simple Geometric Attributes with Autoencoders.

Alasdair Newson, Andrés Almansa, Yann Gousseau, Saïd Ladjal

CoRR, 2019

A PCA-like Autoencoder.

Saïd Ladjal, Alasdair Newson, Chi-Hieu Pham

CoRR, 2019

2017

Realistic Film Grain Rendering.

Alasdair Newson, Noura Faraj, Bruno Galerne, Julie Delon

Image Process. Line, 2017

Non-Local Patch-Based Image Inpainting.

Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez

Image Process. Line, 2017

A Stochastic Film Grain Model for Resolution-Independent Rendering.

Alasdair Newson, Julie Delon, Bruno Galerne

Comput. Graph. Forum, 2017

Analysis of a Physically Realistic Film Grain Model, and a Gaussian Film Grain Synthesis Algorithm.

Alasdair Newson, Noura Faraj, Julie Delon, Bruno Galerne

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

2015

Multi-temporal foreground detection in videos.

Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Low-Rank Spatio-Temporal Video Segmentation.

Alasdair Newson, Mariano Tepper, Guillermo Sapiro

Proceedings of the British Machine Vision Conference 2015, 2015

2014

On Video Completion: Line Scratch Detection in Films and Video Inpainting of Complex Scenes. (Sur la Restauration et l'Edition de Vidéo : Détection de Rayures et Inpainting de Scènes Complexes).

Alasdair Newson

PhD thesis, 2014

Robust Automatic Line Scratch Detection in Films.

Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez

IEEE Trans. Image Process., 2014

Video Inpainting of Complex Scenes.

Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez

SIAM J. Imaging Sci., 2014

2013

Temporal filtering of line scratch detections in degraded films.

Alasdair Newson, Andrés Almansa, Yann Gousseau, Patrick Pérez

Proceedings of the IEEE International Conference on Image Processing, 2013

Towards fast, generic video inpainting.

Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Pérez

Proceedings of the Conference on Visual Media Production 2013, 2013

2012

Adaptive line scratch detection in degraded films.

Alasdair Newson, Patrick Pérez, Andrés Almansa, Yann Gousseau

Proceedings of the Conference on Visual Media Production, 2012