Aasa Feragen

Aasa Feragen

Associate Professor

  • Image Analysis, Computational Modelling and Geometry

    Universitetsparken 5, 2100 København Ø

    Phone: +45 35 33 57 23

  1. 2019
  2. Published

    Deterministic Group Tractography with Local Uncertainty Quantification. / Holm, Andreas Nugaard; Feragen, Aasa; Dela Haije, Tom; Darkner, Sune.

    Computational Diffusion: International MICCAI Workshop, Granada,. ed. / Elisenda Bonet-Carne; Francesco Grussu; Lipeng Ning; Farshid Sepehrband; Chantal M. W. Tax. 226249. ed. Springer, 2019. p. 377-386 (Mathematics and Visualization).

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

  3. Published

    Reconstructing Objects from Noisy Images at Low Resolution. / Svane, Helene; Feragen, Aasa.

    Graph-Based Representations in Pattern Recognition - 12th IAPR-TC-15 International Workshop, GbRPR 2019, Proceedings. ed. / Donatello Conte; Jean-Yves Ramel; Pasquale Foggia. Springer, 2019. p. 204-214 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11510 LNCS).

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

  4. 2018
  5. Published

    Wrapped Gaussian Process Regression on Riemannian Manifolds. / Mallasto, Anton; Feragen, Aasa.

    Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE, 2018. p. 5580-5588 8578683.

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

  6. 2017
  7. Published

    Streamlet Tractography. / Liptrot, Matthew George; Darkner, Sune; Feragen, Aasa; Lauze, Francois Bernard.

    2017. Abstract from 25th ISMRM Annual Meeting, Honolulu, United States.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  8. Published

    Geometries and interpolations for symmetric positive definite matrices. / Feragen, Aasa; Fuster, Andrea.

    Modeling, analysis, and visualization of anisotropy. ed. / Thomas Schultz; Evren Özarslan; Ingrid Hotz. Springer, 2017. p. 85-113 (Mathematics and Visualization).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  9. Published

    Learning from graphs with structural variation. / Nielsen, Rune Kok; Holm, Andreas Nugaard; Feragen, Aasa.

    Neural Information Processing Systems 2017. ed. / I. Guyon; U. V. Luxburg; S. Bengio; H. Wallach; R. Fergus; S. Vishwanathan; R. Garnett. NIPS Proceedings, 2017. (Advances in Neural Information Processing Systems, Vol. 30).

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

  10. Published

    Learning from uncertain curves : The 2-Wasserstein metric for Gaussian processes. / Mallasto, Anton; Feragen, Aasa.

    Neural Information Processing Systems 2017. ed. / I. Guyon; U. V. Luxburg; S. Bengio; H. Wallach; R. Fergus; S. Vishwanathan; R. Garnett. NIPS Proceedings, 2017. (Advances in Neural Information Processing Systems, Vol. 30).

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

  11. 2016
  12. 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

  13. 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

  14. 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

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