Morten Rieger Hannemose

Find me in:

Building 324, room 230

DTU, Kgs. Lyngby, Denmark

I am a tenure track Assistant Professor at the Section for Visual Computing at the Technical University of Denmark (DTU).

My research area is in computer vision and machine learning, with a focus on learning from images by generating them. I am especially interested in how we can push the boundaries of making the output of a camera closer to what we see and how we can improve 3D estimation from images and videos.

I obtained my PhD in Differentiable Formulations for Inverse Rendering in 2020 under the supervision of Jeppe Revall Frisvad and Jakob Wilm. During my PhD, I did a research stay at Cornell Tech where I visited Serge Belongie.

PhD students

Year	Student	Topic
2024 –	Peter Johannes Tejlgaard Kampen	Decision Support AI for Skin Lesions
2024 –	Changlu Guo	Fighting Cancer with Generative AI
2023 –	Jakob Lønborg Christensen	Diffusion Models for Image Segmentation
2023 –	Thor Vestergaard Christiansen	Neural Form Representation
2022 –	Duc Minh Tran	Rendering of objects with measured translucent appearance
2021 – 2024	Christian Keilstrup Ingwersen	Towards an AI-Driven Golf Coach, human pose estimation

selected publications

Is this hard for you? Personalized human difficulty estimation for skin lesion diagnosis

Peter Johannes Tejlgaard Kampen, Anders Nymark Christensen, and Morten Rieger Hannemose

In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Oct 2024

Bib PDF

@inproceedings{kampen2024hard,
  author = {Kampen, Peter Johannes Tejlgaard and Christensen, Anders Nymark and Hannemose, Morten Rieger},
  title = { { Is this hard for you? Personalized human difficulty estimation for skin lesion diagnosis } },
  booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024},
  year = {2024},
  publisher = {Springer Nature Switzerland},
  volume = { LNCS 15012 },
  month = oct,
}

Neural Representation of Open Surfaces

T. V. Christiansen, J. A. Bærentzen, R. R. Paulsen, and M. R. Hannemose

In Computer Graphics Forum, Oct 2023

Bib PDF Code Website

@inproceedings{christiansen2023neural,
  title = {Neural Representation of Open Surfaces	},
  author = {Christiansen, T. V. and Bærentzen, J. A. and Paulsen, R. R. and Hannemose, M. R.},
  booktitle = {Computer Graphics Forum},
  volume = {42},
  number = {5},
  year = {2023},
  organization = {Wiley Online Library},
  doi = {http://doi.org/10.1111/cgf.14916},
}

SportsPose: A Dynamic 3D Sports Pose Dataset

Christian Keilstrup Ingwersen, Christian Mikkelstrup, Janus Nørtoft Jensen, Morten Rieger Hannemose, and Anders Bjorholm Dahl

In Proceedings of the IEEE/CVF International Workshop on Computer Vision in Sports, Oct 2023

Bib PDF Website

@inproceedings{ingwersen2023sportspose,
  title = {SportsPose: A Dynamic 3D Sports Pose Dataset},
  author = {Ingwersen, Christian Keilstrup and Mikkelstrup, Christian and Jensen, Janus N{\o}rtoft and Hannemose, Morten Rieger and Dahl, Anders Bjorholm},
  booktitle = {Proceedings of the IEEE/CVF International Workshop on Computer Vision in Sports},
  year = {2023},
}

Was that so Hard? Estimating Human Classification Difficulty

Morten Rieger Hannemose*, Josefine Vilsbøll Sundgaard*, Niels Kvorning Ternov, Rasmus R. Paulsen, and Anders Nymark Christensen

Applications of Medical Artificial Intelligence, Oct 2022

Bib PDF

@article{hannemose2022so,
  title = {Was that so Hard? Estimating Human Classification Difficulty},
  author = {Hannemose*, Morten Rieger and Sundgaard*, Josefine Vilsb{\o}ll and Ternov, Niels Kvorning and Paulsen, Rasmus R. and Christensen, Anders Nymark},
  journal = {Applications of Medical Artificial Intelligence},
  volume = {13540},
  pages = {88},
  year = {2022},
  doi = {https://doi.org/10.1007/978-3-031-17721-7_10},
  publisher = {Springer Nature},
}

Video Frame Interpolation via Cyclic Fine-Tuning and Asymmetric Reverse Flow

Morten Hannemose, Janus Nørtoft Jensen, Gudmundur Einarsson, Jakob Wilm, Anders B. Dahl, and Jeppe R. Frisvad

In Scandinavian Conference on Image Analysis, Oct 2019

Bib PDF Code

@inproceedings{hannemose2019video,
  title = {Video Frame Interpolation via Cyclic Fine-Tuning and Asymmetric Reverse Flow},
  author = {Hannemose, Morten and Jensen, Janus N{\o}rtoft and Einarsson, Gudmundur and Wilm, Jakob and Dahl, Anders B. and Frisvad, Jeppe R.},
  booktitle = {Scandinavian Conference on Image Analysis},
  pages = {311--323},
  year = {2019},
  organization = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-20205-7_26},
}

Superaccurate camera calibration via inverse rendering

Morten Hannemose, Jakob Wilm, and Jeppe R. Frisvad

In Modeling Aspects in Optical Metrology VII, Oct 2019

Bib PDF

@inproceedings{hannemose2019superaccurate,
  title = {Superaccurate camera calibration via inverse rendering},
  author = {Hannemose, Morten and Wilm, Jakob and Frisvad, Jeppe R.},
  booktitle = {Modeling Aspects in Optical Metrology VII},
  volume = {11057},
  pages = {1105717},
  year = {2019},
  organization = {International Society for Optics and Photonics},
  doi = {https://doi.org/10.1117/12.2531769},
}