Search Results for author: Benoit Anctil-Robitaille

Found 4 papers, 1 papers with code

Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging

no code implementations9 Aug 2021 Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert

The physical and clinical constraints surrounding diffusion-weighted imaging (DWI) often limit the spatial resolution of the produced images to voxels up to 8 times larger than those of T1w images.

Vocal Bursts Intensity Prediction

Realistic Image Normalization for Multi-Domain Segmentation

1 code implementation29 Sep 2020 Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

This paper proposes to revisit the conventional image normalization approach by instead learning a common normalizing function across multiple datasets.

Image Segmentation Segmentation +1

Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis

no code implementations1 Apr 2020 Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

To ensure that the generated diffusion tensors lie on the SPD(3) manifold, we exploit the theoretical properties of the exponential and logarithm maps of the Log-Euclidean metric.

Image-to-Image Translation Vocal Bursts Intensity Prediction

Adversarial normalization for multi domain image segmentation

no code implementations2 Dec 2019 Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert

To solve this problem, we propose an adversarial normalization approach for image segmentation which learns common normalizing functions across multiple datasets while retaining image realism.

Image Segmentation Segmentation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.