51 citations · 153 across the 17 of their papers we have counts for
4 papers · 1 filter
Computing Geodesic Paths Encoding a Curvature Prior
Da Chen, Jean-Marie Mirebeau, Minglei Shu +1
In this paper, we introduce an efficient method for computing curves minimizing a variant of the Euler-Mumford elastica energy, with fixed endpoints and tangents at these endpoints…
Fast Marching Energy CNN
Nicolas Makaroff, Théo Bertrand, Laurent D. Cohen
Leveraging geodesic distances and the geometrical information they convey is key for many data-oriented applications in imaging. Geodesic distance computation has been used for lon…
Chan-Vese Attention U-Net: An attention mechanism for robust segmentation
Nicolas Makaroff, Laurent D. Cohen
When studying the results of a segmentation algorithm using convolutional neural networks, one wonders about the reliability and consistency of the results. This leads to questioni…
A model is worth tens of thousands of examples
Thomas Dagès, Laurent D. Cohen, Alfred M. Bruckstein
Traditional signal processing methods relying on mathematical data generation models have been cast aside in favour of deep neural networks, which require vast amounts of data. Sin…