Search Results for author: Anton François

Found 3 papers, 2 papers with code

Train-Free Segmentation in MRI with Cubical Persistent Homology

1 code implementation2 Jan 2024 Anton François, Raphaël Tinarrage

We describe a new general method for segmentation in MRI scans using Topological Data Analysis (TDA), offering several advantages over traditional machine learning approaches.

Segmentation Topological Data Analysis

A deep residual learning implementation of Metamorphosis

no code implementations1 Feb 2022 Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori

In medical imaging, most of the image registration methods implicitly assume a one-to-one correspondence between the source and target images (i. e., diffeomorphism).

Image Registration

Metamorphic image registration using a semi-Lagrangian scheme

1 code implementation16 Jun 2021 Anton François, Pietro Gori, Joan Glaunès

In this paper, we propose an implementation of both Large Deformation Diffeomorphic Metric Mapping (LDDMM) and Metamorphosis image registration using a semi-Lagrangian scheme for geodesic shooting.

Image Registration

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