Aasa Feragen

Aasa Feragen

Associate Professor

  • Image Analysis, Computational Modelling and Geometry

    Universitetsparken 5, 2100 København Ø

    Phone: +45 35 33 57 23

  1. 2015
  2. Published

    Geodesic atlas-based labeling of anatomical trees : application and evaluation on airways extracted from CT. / Feragen, Aasa; Petersen, Jens; Owen, Megan; Lo, Pechin; Thomsen, Laura Hohwu; Wille, Mathilde Marie Winkler; Dirksen, Asger; de Bruijne, Marleen.

    In: IEEE transactions on medical imaging, Vol. 34, No. 6, 2015, p. 1212-1226.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. Published

    Geodesic exponential kernels : when curvature and linearity conflict. / Feragen, Aasa; Lauze, Francois Bernard; Hauberg, Søren.

    2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015). IEEE, 2015. p. 3032-3042.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  4. Published

    On geodesic exponential kernels. / Feragen, Aasa; Lauze, François; Hauberg, Søren.

    Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. ed. / Aasa Feragen; Marcello Pelillo; Marco Loog. Springer, 2015. p. 211-213.

    Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearchpeer-review

  5. Published

    Similarity-Based pattern recognition. / Feragen, Aasa (Editor); Pelillo, Marcello (Editor); Loog, Marco (Editor).

    Springer, 2015. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 9370).

    Research output: Book/ReportBook

  6. Published

    A random Riemannian metric for probabilistic shortest-path tractography. / Hauberg, Søren; Schober, Michael; Liptrot, Matthew George; Hennig, Philipp; Feragen, Aasa.

    Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I. Springer, 2015. p. 597-604 (Lecture notes in computer science, Vol. 9349).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  7. 2016
  8. Published

    Open problem: kernel methods on manifolds and metric spaces : what is the probability of a positive definite geodesic exponential kernel? / Feragen, Aasa; Hauberg, Søren.

    29th Annual Conference on Learning Theory. ed. / Vitaly Feldman; Alexander Rakhlin; Ohad Shamir. 2016. p. 1647–1650 (JMLR: Workshop and Conference Proceedings, Vol. 49).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  9. Published

    Scalable robust principal component analysis using Grassmann averages. / Hauberg, Søren; Feragen, Aasa; Enficiaud, Raffi; Black, Michael J.

    In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 38, No. 11, 2016, p. 2298-2311.

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. Published

    Structural parcellation of the thalamus using shortest-path tractography. / Kasenburg, Niklas; Darkner, Sune; Hahn, Ute; Liptrot, Matthew George; Feragen, Aasa.

    2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). IEEE, 2016. p. 559-563 7493330.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  11. Published

    Supervised hub-detection for brain connectivity. / Kasenburg, Niklas; Liptrot, Matthew George; Reislev, Nina Linde; Garde, Ellen; Nielsen, Mads; Feragen, Aasa.

    Medical Imaging 2016: Image Processing. ed. / Martin A. Styner; Elsa D. Angelini. SPIE - International Society for Optical Engineering, 2016. 978409 (Progress in Biomedical Optics and Imaging; No. 39, Vol. 17).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  12. Published

    Training shortest-path tractography : automatic learning of spatial priors. / Kasenburg, Niklas; Liptrot, Matthew George; Reislev, Nina Linde; Ørting, Silas Nyboe; Nielsen, Mads; Garde, Ellen; Feragen, Aasa.

    In: NeuroImage, Vol. 130, 2016, p. 63-76.

    Research output: Contribution to journalJournal articleResearchpeer-review

ID: 14268570