About the Incorporation of Topological Prescriptions in CNNs for Medical Image Semantic Segmentation

Z Lambert, C Le Guyader - Journal of Mathematical Imaging and Vision, 2024 - Springer
Incorporating prior knowledge into a segmentation task, whether it be under the form of
geometrical constraints (area/volume penalisation, convexity enforcement, etc.) or of …

Geometric preservation of 2D digital objects under rigid motions

P Ngo, N Passat, Y Kenmochi… - Journal of Mathematical …, 2019 - Springer
Rigid motions (ie transformations based on translations and rotations) are simple, yet
important, transformations in image processing. In R^ n R n, they are both topology and …

Repairing 3D binary images using the FCC grid

L Čomić, P Magillo - Journal of Mathematical Imaging and Vision, 2019 - Springer
Abstract A 3D image I is well-composed if it does not contain critical edges or vertices
(where the boundary of I is non-manifold). The process of transforming an image into a well …

Weakly well-composed cell complexes over nD pictures

N Boutry, R Gonzalez-Diaz, MJ Jimenez - Information Sciences, 2019 - Elsevier
In previous work we proposed a combinatorial algorithm to “locally repair” the cubical
complex Q (I) that is canonically associated with a given 3D picture I. The algorithm …

Introducing Poset-Based Connected n-Manifolds and -well-composedness in Partially Ordered Sets

N Boutry - Journal of Mathematical Imaging and Vision, 2024 - Springer
In discrete topology, discrete surfaces are well-known for their strong topological and
regularity properties. Their definition is recursive, and checking if a poset is a discrete …

Surface-Based Computation of the Euler Characteristic in the BCC Grid

L Čomić, P Magillo - Journal of Mathematical Imaging and Vision, 2023 - Springer
As opposed to the 3D cubic grid, the body-centered cubic (BCC) grid has some favorable
topological properties: each set of voxels in the grid is a 3-manifold, with 2-manifold …

Surface-based computation of the Euler characteristic in the cubical grid

L Čomić, P Magillo - Graphical Models, 2020 - Elsevier
For well-composed (manifold) objects in the 3D cubical grid, the Euler characteristic is equal
to half of the Euler characteristic of the object boundary, which in turn is equal to the number …

Rigid motions in the cubic grid: A discussion on topological issues

N Passat, Y Kenmochi, P Ngo, K Pluta - International Conference on …, 2019 - Springer
Rigid motions on 2D digital images were recently investigated with the purpose of
preserving geometric and topological properties. From the application point of view, such …

Stability of the tree of shapes to additive noise

N Boutry, G Tochon - International Conference on Discrete Geometry and …, 2021 - Springer
The tree of shapes (ToS) is a famous self-dual hierarchical structure in mathematical
morphology, which represents the inclusion relationship of the shapes (ie the interior of the …

Watervoxels

P Cettour-Janet, C Cazorla, V Machairas… - Image Processing On …, 2019 - hal.science
In this article, we present the $ n $-dimensional version of the waterpixels, namely the
watervoxels. Waterpixels constitute a simple, yet efficient alternative to standard superpixel …