Image Analysis, Computational Modelling and Geometry

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  1. 2022
  2. Published

    Machine learning and deep learning applications in microbiome research

    Hernandez Medina, Ricardo, Kutuzova, Svetlana, Nielsen, Knud Nor, Johansen, Joachim, Hansen, Lars Hestbjerg, Nielsen, Mads & Rasmussen, Simon, 2022, In: ISME Communications. 2, 7 p., 98.

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Published

    Mapping Key Indicators of Forest Restoration in the Amazon Using a Low-Cost Drone and Artificial Intelligence

    Albuquerque, R. W., Vieira, D. L. M., Ferreira, M. E., Soares, L. P., Olsen, Søren Ingvor, Araujo, L. S., Vicente, L. E., Tymus, J. R. C., Balieiro, C. P., Matsumoto, M. H. & Grohmann, C. H., 2022, In: Remote Sensing. 14, 4, p. 1-28 830.

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

    Mean Estimation on the Diagonal of Product Manifolds

    Jensen, M. H. & Sommer, Stefan Horst, 2022, In: Algorithms. 15, 3, p. 1-16 92.

    Research output: Contribution to journal › Journal article › Research › peer-review

  5. Published

    Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification

    Bekkouch, I. E. I., Maksudov, B., Kiselev, S., Mustafaev, T., Vrtovec, T. & Ibragimov, Bulat, 2022, In: Medical Image Analysis. 78, 14 p., 102417.

    Research output: Contribution to journal › Journal article › Research › peer-review

  6. Published

    Multilingual Multimodal Learning with Machine Translated Text

    Qiu, C., Oneată, D., Bugliarello, Emanuele, Frank, Stella Christina & Elliott, Desmond, 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics (ACL), p. 4178–4193

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. Published

    Neural Image Recolorization for Creative Domains

    Li, B., Belongie, Serge, Lim, S. N. & Davis, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society Press, p. 2225-2229 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  8. Published

    Occluded Video Instance Segmentation: A Benchmark

    Qi, J., Gao, Y., Hu, Y., Wang, X., Liu, X., Bai, X., Belongie, Serge, Yuille, A., Torr, P. H. S. & Bai, S., 2022, In: International Journal of Computer Vision. 130, p. 2022-2039

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. Published

    On Label Granularity and Object Localization

    Cole, E., Wilber, K., Van Horn, G., Yang, X., Fornoni, M., Perona, P., Belongie, Serge, Howard, A. & Aodha, O. M., 2022, Computer Vision – ECCV 2022 : 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 604-620 17 p. (Lecture Notes in Computer Science, Vol. 13670 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  10. Published

    Open and reproducible neuroimaging: from study inception to publication

    Niso, G., Botvinik-Nezer, R., Appelhoff, S., Vega, A. D. L., Esteban, O., Etzel, J. A., Finc, K., Ganz, M., Gau, R., Halchenko, Y. O., Herholz, P., Karakuzu, A., Keator, D. B., Markiewicz, C. J., Maumet, C., Pernet, C. R., Pestilli, F., Queder, N., Schmitt, T., Sójka, W. & 3 others, Wagner, A. S., Whitaker, K. J. & Rieger, J. W., 2022, In: NeuroImage. 263, 19 p., 119623.

    Research output: Contribution to journal › Review › Research › peer-review

  11. Published

    PET-BIDS, an extension to the brain imaging data structure for positron emission tomography

    Norgaard, M., Matheson, G. J., Hansen, H. D., Thomas, A., Searle, G., Rizzo, G., Veronese, M., Giacomel, A., Yaqub, M., Tonietto, M., Funck, T., Gillman, A., Boniface, H., Routier, A., Dalenberg, J. R., Betthauser, T., Feingold, F., Markiewicz, C. J., Gorgolewski, K. J., Blair, R. W. & 12 others, Appelhoff, S., Gau, R., Salo, T., Niso, G., Pernet, Cyril Raymond, Phillips, C., Oostenveld, R., Gallezot, J., Carson, R. E., Knudsen, Gitte Moos, Innis, R. B. & Ganz, Melanie, 2022, In: Scientific Data. 9, 1, p. 1-7 65.

    Research output: Contribution to journal › Journal article › Research › peer-review

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