Projects per year
Personal profile
Research profile
I conduct applied and fundamental research within Computer Vision and Machine Learning for analyzing novel and exciting problems grounded in the real-world.
Currently, I am especially interested in Fine-grained Image Analysis for expert tasks such as biodiversity monitoring and open-world recognition.
Education/Academic qualification
Computer Vision, PhD, A Deep Dive into Computer Vision Aided Sewer Inspections
1 Jan 2019 → 15 Jun 2022
Vision, Graphics and Interactive Systems, M.Sc. in Engineering, Re-identification of Zebrafish using Metric Learning
1 Sept 2016 → 14 Jun 2018
Medialogy, B.Sc., Three Cushion Billiard Training Aid
1 Sept 2014 → 28 Jun 2016
Keywords
- Computer Science
- Computer Vision
- Deep Learning
- AI
- Machine Learning
- Fine-grained Image Analysis
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Finished
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ASIR: ASIR: Autonomous Sewer Inspection Robot
Moeslund, T. B. (PI), Haurum, J. B. (PI), Bahnsen, C. H. (PI) & Hansen, B. D. (PI)
01/11/2018 → 30/04/2022
Project: Research
Research output
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BarcodeBERT: transformers for biodiversity analyses
Millan Arias, P., Sadjadi, N., Safari, M., Gong, Z., Wang, A. T., Haurum, J. B., Zarubiieva, I., Steinke, D., Kari, L., Chang, A. X., Lowe, S. C. & Taylor, G. W., 2026, In: Bioinformatics Advances. 6, 1, 11 p., vbag054.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)4 Downloads (Pure) -
Comparing Euclidean and Hyperbolic K-Means for Generalized Category Discovery
Dalal, M., Moeslund, T. B. & Haurum, J. B., 9 Mar 2026, 21st International Conference on Computer Vision Theory and Applications. p. 188-198 11 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access -
From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
Aslam, N., Ray, A., Haurum, J. B., Esterle, L. & Nasrollahi, K., 2026, (Accepted/In press) CVPR Workshop. IEEE (Institute of Electrical and Electronics Engineers)Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access -
How to Sample High Quality 3D Fractals for Action Recognition Pre-Training?
Putak, M., Moeslund, T. B. & Haurum, J. B., 2026, Proceedings of the 21st International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP. SciTePress, p. 199-210 (International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile3 Downloads (Pure) -
Point-Based 3D Reconstruction from Sparse Views under Known Illumination
Gjerde, M. K., Haurum, J. B., Frisvad, J. R., Worchel, M., Bærentzen, J. A. & Moeslund, T. B., 6 Aug 2026, (Accepted/In press) Point-Based 3D Reconstruction from Sparse Views under Known Illumination. 14 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Datasets
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Bioscan-5M: A Multimodal Dataset for Insect Biodiversity
Gharaee, Z. (Creator), Lowe, S. C. (Creator), Gong, Z. (Creator), Arias, P. M. (Creator), Pellegrino, N. (Creator), Wang, A. T. (Creator), Haurum, J. B. (Creator), Zarubiieva, I. (Creator), Kari, L. (Creator), Steinke, D. (Creator), Taylor, G. W. (Creator), Fieguth, P. (Creator) & Chang, A. X. (Creator), VBN, 24 Jun 2024
DOI: 10.5278/a289ba89-0ffc-4d30-8eb2-8da54dc80e7a, https://drive.google.com/drive/u/0/folders/1Jc57eKkeiYrnUBc9WlIp-ZS_L1bVlT-0
Dataset
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BIOSCAN-1M Insect Dataset
Gharaee, Z. (Creator), Gong, Z. (Creator), Pellegrino, N. (Creator), Zarubiieva, I. (Creator), Haurum, J. B. (Creator), Lowe, S. C. (Creator), McKeown, J. T. A. (Creator), Ho, C. C. Y. (Creator), McLeod, J. (Creator), Wei, Y.-Y. C. (Creator), Agda, J. (Creator), Ratnasingham, S. (Creator), Steinke, D. (Creator), Chang, A. X. (Creator), Taylor, G. W. (Creator) & Fieguth, P. (Creator), Zenodo, 12 Jun 2023
DOI: 10.5281/zenodo.8030065, https://biodiversitygenomics.net/1M_insects/
Dataset
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BIOSCAN-1M Insect Dataset
Gharaee, Z. (Contributor), Pellegrino, N. (Contributor), Zarubiieva, I. (Contributor), Haurum, J. B. (Contributor), Ho, C. C. Y. (Contributor), McLeod, J. (Contributor), Agda, J. (Contributor), Ratnasingham, S. (Contributor), Steinke, D. (Contributor), Chang, A. X. (Contributor), Taylor, G. W. (Contributor) & Fieguth, P. (Contributor), Zenodo, 2023
DOI: 10.5281/zenodo.8015206, https://zenodo.org/record/8015206
Dataset
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Sewer-ML
Haurum, J. B. (Creator) & Moeslund, T. B. (Creator), sciencedata.dk, 18 Jun 2021
https://forms.gle/hBaPtoweZumZAi4u9 and one more link, https://vap.aau.dk/sewer-ml/ (show fewer)
Dataset
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AAU Sewer Defect Point Cloud Dataset
Haurum, J. B. (Creator), Allahham, M. M. J. (Creator), Lynge, M. S. (Creator), Henriksen, K. S. (Creator), Nikolov, I. A. (Creator) & Moeslund, T. B. (Creator), Kaggle, 2021
https://www.kaggle.com/aalborguniversity/sewerpointclouds
Dataset
Activities
- 2 Organisation or participation in workshops, courses, seminars, exhibitions or similar
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2025 IEEE/CVF International Conference on Computer Vision Workshops
Pedersen, M. (Organizer), Nakath, D. (Organizer), Hoogs, A. (Organizer), Albu, A. B. (Organizer), Akkaynak, D. (Organizer), Hoeberechts, M. (Organizer), Köser, K. (Organizer), Moeslund, T. B. (Organizer), Haurum, J. B. (Organizer), Kay, J. (Organizer) & Kurinchi-Vendhan, R. (Organizer)
19 Oct 2025Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar
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Workshop on Marine Environmental Monitoring and Assessment using AI
Pedersen, M. (Organizer), Bengtson, S. H. (Organizer), Haurum, J. B. (Organizer) & Ismiroglou, V. (Organizer)
13 May 2025Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar
Press/Media
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FORSKER I SPILDEVAND: Kontinuerlig inspektion af kloakrør kan spare forsyninger for et trecifret millionbeløb – om året
15/05/2022
1 item of Media coverage
Press/Media: Press / Media
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Tv-inspektioner af kloakker kan automatiseres
15/03/2022
1 Media contribution
Press/Media: Press / Media
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Unikt datasæt skal bidrage til vedligehold af danske kloakker
Haurum, J. B. & Moeslund, T. B.
22/06/2021
1 item of Media coverage
Press/Media: Press / Media
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Data og algoritmer skal hjælpe med at vedligeholde vores kloakker
Haurum, J. B. & Moeslund, T. B.
21/06/2021
1 Media contribution
Press/Media: Press / Media
Impacts
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Robots find defects in sewers
Moeslund, T. B. (Participant), Bahnsen, C. H. (Participant) & Haurum, J. (Participant)
Impact: Economic impact, Other impact