Pascal Fua
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Explore the profile of Pascal Fua including associated specialties, affiliations and a list of published articles.
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85
Citations
1178
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Recent Articles
1.
Bednarik J, Aigerman N, Kim V, Chaudhuri S, Parashar S, Salzmann M, et al.
IEEE Trans Pattern Anal Mach Intell
. 2025 Mar;
PP.
PMID: 40031682
We propose a method for unsupervised reconstruction of a temporally-consistent sequence of surfaces from a sequence of time-evolving point clouds. It yields dense and semantically meaningful correspondences between frames. We...
2.
Kozinski M, Oner D, Gwizdala J, Beigelman-Aubry C, Fua P, Koutsokera A, et al.
Commun Med (Lond)
. 2025 Jan;
5(1):18.
PMID: 39820581
Background: Bronchiolitis Obliterans Syndrome (BOS), a fibrotic airway disease that may develop after lung transplantation, conventionally relies on pulmonary function tests (PFTs) for diagnosis due to limitations of CT imaging....
3.
Li J, Zhou Z, Yang J, Pepe A, Gsaxner C, Luijten G, et al.
Biomed Tech (Berl)
. 2024 Dec;
70(1):71-90.
PMID: 39733351
Objectives: The shape is commonly used to describe the objects. State-of-the-art algorithms in medical imaging are predominantly diverging from computer vision, where voxel grids, meshes, point clouds, and implicit surface...
4.
Xie K, Yang J, Wei D, Weng Z, Fua P
Med Image Anal
. 2024 Oct;
99:103367.
PMID: 39437582
Pulmonary diseases rank prominently among the principal causes of death worldwide. Curing them will require, among other things, a better understanding of the complex 3D tree-shaped structures within the pulmonary...
5.
Manubens-Gil L, Zhou Z, Chen H, Ramanathan A, Liu X, Liu Y, et al.
Nat Methods
. 2024 Aug;
21(10):1959.
PMID: 39090383
No abstract available.
6.
Guillard B, Remelli E, Lukoianov A, Yvernay P, Richter S, Bagautdinov T, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Apr;
46(11):7072-7087.
PMID: 38648137
Geometric Deep Learning has recently made striking progress with the advent of continuous deep implicit fields. They allow for detailed modeling of watertight surfaces of arbitrary topology while not relying...
7.
Parashar S, Long Y, Salzmann M, Fua P
IEEE Trans Pattern Anal Mach Intell
. 2024 Apr;
46(11):7027-7040.
PMID: 38578851
A recent trend in Non-Rigid Structure-from-Motion (NRSfM) is to express local, differential constraints between pairs of images, from which the surface normal at any point can be obtained by solving...
8.
Lis K, Honari S, Fua P, Salzmann M
IEEE Trans Pattern Anal Mach Intell
. 2023 Nov;
46(4):2450-2460.
PMID: 38019625
Vehicles can encounter a myriad of obstacles on the road, and it is impossible to record them all beforehand to train a detector. Instead, we select image patches and inpaint...
9.
Manubens-Gil L, Zhou Z, Chen H, Ramanathan A, Liu X, Liu Y, et al.
Nat Methods
. 2023 Apr;
20(6):824-835.
PMID: 37069271
BigNeuron is an open community bench-testing platform with the goal of setting open standards for accurate and fast automatic neuron tracing. We gathered a diverse set of image volumes across...
10.
Oner D, Garin A, Kozinski M, Hess K, Fua P
IEEE Trans Pattern Anal Mach Intell
. 2023 Apr;
45(8):10588-10595.
PMID: 37028072
Persistent Homology (PH) has been successfully used to train networks to detect curvilinear structures and to improve the topological quality of their results. However, existing methods are very global and...