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Aasa Feragen
Aasa Feragen
Professor, DTU Compute
Geverifieerd e-mailadres voor dtu.dk - Homepage
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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
1572013
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
A Feragen, F Lauze, S Hauberg
CVPR 2015, 2015
1032015
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
642014
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
Wrapped Gaussian process regression on Riemannian manifolds
A Mallasto, A Feragen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
242018
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
24*2014
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
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
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
142016
Populations of unlabeled networks: Graph space geometry and geodesic principal components
A Calissano, A Feragen, S Vantini
MOX Report, 2020
122020
Similarity-Based Pattern Recognition
E Hoffer, N Ailon, A Feragen, M Pelillo, M Loog
Lecture Notes in Computer Science, 2015
122015
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Artikelen 1–20