Следене
Aasa Feragen
Aasa Feragen
Professor, DTU Compute
Потвърден имейл адрес: dtu.dk - Начална страница
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Позовавания
Позовавания
Година
Scalable kernels for graphs with continuous attributes
A Feragen, N Kasenburg, J Petersen, M de Bruijne, K Borgwardt
Neural Information Processing Systems, NIPS 2013, 2013
1612013
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
A Feragen, F Lauze, S Hauberg
CVPR 2015, 2015
1072015
Towards a theory of statistical tree-shape analysis
A Feragen, P Lo, M de Bruijne, M Nielsen, F Lauze
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2012
702012
Grassmann Averages for Scalable Robust PCA
S Hauberg, A Feragen, MJ Black
CVPR 2014, 2014
672014
Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes
A Mallasto, A Feragen
Advances in Neural Information Processing Systems 30, 2017
572017
Tree-space statistics and approximations for large-scale analysis of anatomical trees
A Feragen, M Owen, J Petersen, MMW Wille, LH Thomsen, A Dirksen, ...
Information Processing in Medical Imaging - IPMI 2013, Lecture Notes in …, 2013
512013
Geometries on spaces of treelike shapes
A Feragen, F Lauze, P Lo, M Bruijne, M Nielsen
Asian Conference on Computer Vision, 160-173, 2010
452010
Means in spaces of tree-like shapes
A Feragen, S Hauberg, M Nielsen, F Lauze
2011 International Conference on Computer Vision, 736-746, 2011
382011
Scalable robust principal component analysis using grassmann averages
S Hauberg, A Feragen, R Enficiaud, MJ Black
IEEE transactions on pattern analysis and machine intelligence 38 (11), 2298 …, 2015
342015
Probabilistic shortest path tractography in DTI using Gaussian Process ODE solvers
M Schober, N Kasenburg, A Feragen, P Hennig, S Hauberg
International Conference on Medical Image Computing and Computer-Assisted …, 2014
302014
A hierarchical scheme for geodesic anatomical labeling of airway trees
A Feragen, J Petersen, M Owen, P Lo, LH Thomsen, MMW Wille, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2012
292012
Geodesic atlas-based labeling of anatomical trees: Application and evaluation on airways extracted from CT
A Feragen, J Petersen, M Owen, P Lo, LH Thomsen, MMW Wille, ...
IEEE transactions on medical imaging 34 (6), 1212-1226, 2014
26*2014
Wrapped Gaussian process regression on Riemannian manifolds
A Mallasto, A Feragen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
242018
Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation
J Petersen, MMW Wille, LL Rakêt, A Feragen, JH Pedersen, M Nielsen, ...
European radiology 24 (9), 2319-2325, 2014
192014
A random riemannian metric for probabilistic shortest-path tractography
S Hauberg, M Schober, M Liptrot, P Hennig, A Feragen
International Conference on Medical Image Computing and Computer-Assisted …, 2015
182015
Geometric tree kernels: Classification of COPD from airway tree geometry
A Feragen, J Petersen, D Grimm, A Dirksen, JH Pedersen, K Borgwardt, ...
Information Processing in Medical Imaging - IPMI 2013, 7917, 171-183, 2013
172013
Open Problem: Kernel methods on manifolds and metric spaces. What is the probability of a positive definite geodesic exponential kernel?
A Feragen, S Hauberg
Conference on Learning Theory, 1647-1650, 2016
162016
An airway tree-shape model for geodesic airway branch labeling
A Feragen, P Lo, V Gorbunova, M Nielsen, A Dirksen, JM Reinhardt, ...
MICCAI WS on Math. Found. Comp. Anat, 2011
162011
Similarity-Based Pattern Recognition
E Hoffer, N Ailon, A Feragen, M Pelillo, M Loog
Lecture Notes in Computer Science, 2015
152015
Populations of unlabeled networks: Graph space geometry and geodesic principal components
A Calissano, A Feragen, S Vantini
MOX Report, 2020
122020
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Статии 1–20