Søren Hauberg

Søren Hauberg

Associate Professor

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 321, room 009

2800 Kgs. Lyngby

Home page

Request a vCard via e-mail.

Publications
Projects
Courses
DTU news
Loading

Publications rss feed

2017
  PDF

Transformations Based on Continuous Piecewise-Affine Velocity Fields

Freifeld, Oren ; Hauberg, Søren ; Batmanghelich, Kayhan ; Fisher, Jonn W.
in: I E E E Transactions on Pattern Analysis and Machine Intelligence (ISSN: 0162-8828), vol: 39, issue: 12, pages: 2496-2509, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/TPAMI.2016.2646685

 

Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning

Chakraborty, Rudrasis ; Hauberg, Søren ; Vemuri, Baba C.
part of: Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, pages: 801-809, 2018, IEEE,
Presented at:
2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017, Honolulu

Type: Article in proceedings

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/CVPR.2017.92

 

Maximum Likelihood Estimation of Riemannian Metrics from Euclidean Data

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
in: Lecture Notes in Computer Science (ISSN: 0302-9743), vol: 10589, pages: 38-46, 2017
Presented at:
3rd International Conference on Geometric Science of Information, 2017, Paris

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1007/978-3-319-68445-1_5

2016
  PDF

Data-driven forward model inference for EEG brain imaging

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
in: NeuroImage (ISSN: 1053-8119), vol: 139, pages: 249-258, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.neuroimage.2016.06.017

  PDF

Forward Models can be Inferred from EEG Data

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
Presented at:
22nd Annual Meeting of the Organization for Human Brain Mapping, 2016, Geneva

Type: Poster (Peer reviewed)

Status: Published     |    Year: 2016

  PDF

Forward Models can be Inferred from EEG Data

Hansen, Sofie Therese ; Hauberg, Søren ; Hansen, Lars Kai
Presented at:
22nd Annual Meeting of the Organization for Human Brain Mapping, 2016, Geneva

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2016

  PDF

Open Problem: Kernel methods on manifolds and metric spaces

Feragen, Aasa ; Hauberg, Søren
part of: JMLR: Workshop and Conference Proceedings, pages: 1-4, 2016,
Presented at:
Annual Conference on Learning Theory 2016, 2016, New York

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016

 

Scalable Robust Principal Component Analysis Using Grassmann Averages

Hauberg, Søren ; Feragen, Aasa ; Enficiaud, Raffi ; Black, Michael J.
in: I E E E Transactions on Pattern Analysis and Machine Intelligence (ISSN: 0162-8828), vol: 38, issue: 11, pages: 2298-2311, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1109/TPAMI.2015.2511743

  PDF

A locally adaptive normal distribution

Arvanitidis, Georgios ; Hansen, Lars Kai ; Hauberg, Søren
in: Advances in Neural Information Processing Systems (ISSN: 1049-5258), pages: 4258-4266, 2016
Presented at:
30th Annual Conference on Neural Information Processing Systems, 2016, Barcelona

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2016

2015
  PDF

Geodesic exponential kernels: When Curvature and Linearity Conflict

Feragen, Aase ; Lauze, François ; Hauberg, Søren
part of: Proceedings of the 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pages: 3032-3042, 2015, IEEE,
Presented at:
28th IEEE Conference on Computer Vision and Pattern Recognition, 2015, Boston

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: http://dx.doi.org/10.1109/CVPR.2015.7298922