Personlig profil
Forskningsprofil
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.
Uddannelse (Akademiske kvalifikationer)
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 sep. 2016 → 14 jun. 2018
Medialogy, B.Sc., Three Cushion Billiard Training Aid
1 sep. 2014 → 28 jun. 2016
Emneord
- Datalogi
- Computer Vision
- Deep Learning
- AI
- Machine Learning
- Fine-grained Image Analysis
Fingerprint
- 1 Lignende profiler
Samarbejde i de sidste fem år
Projekter
- 1 Afsluttet
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ASIR: Automated Sewer Inspection Robot
Moeslund, T. B. (PI (principal investigator)), Haurum, J. (PI (principal investigator)), Bahnsen, C. H. (PI (principal investigator)) & Hansen, B. D. (PI (principal investigator))
01/11/2018 → 30/04/2022
Projekter: Projekt › Forskning
Publikationer
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CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
Gong, Z. M., Wang, A. T., Huo, X., Haurum, J. B., Lowe, S. C., Taylor, G. W. & Chang, A. X., 2 mar. 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, s. 27811-27841 31 s. 5177Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
Åben adgang -
Agglomerative Token Clustering
Haurum, J. B., Escalera, S., Taylor, G. W. & Moeslund, T. B., 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LVII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (red.). Springer, s. 200-218 19 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15115 LNCS).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
5 Link åbnes i en ny fane Citationer (Scopus) -
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Foundation Models
Lowe, S. C., Haurum, J. B., Oore, S., Moeslund, T. B. & Taylor, G. W., 2024.Publikation: Konferencebidrag uden forlag/tidsskrift › Paper uden forlag/tidsskrift › Forskning › peer review
Åben adgang -
AssemblyNet: A Point Cloud Dataset and Benchmark for Predicting Part Directions in an Exploded Layout
Gaarsdal, J., Haurum, J. B., Wolff, S. & Madsen, C. B., apr. 2024, 2024 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE (Institute of Electrical and Electronics Engineers), s. 5824-5833 10 s. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
Åben adgangFil1 Link åbnes i en ny fane Citationer (Scopus)4 Downloads (Pure) -
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
Gharaee, Z., Gong, Z., Pellegrino, N., Zarubiieva, I., Haurum, J. B., Lowe, S. C., McKeown, J. T. A., Ho, C. C. Y., McLeod, J., Wei, Y.-Y. C., Agda, J., Ratnasingham, S., Steinke, D., Chang, A. X., Taylor, G. W. & Fieguth, P., 2024, Advances in Neural Information Processing Systems. Neural Information Processing Systems, Bind 36. 27 s. (Advances in Neural Information Processing Systems, Bind 36).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
Åben adgangFil90 Downloads (Pure)
Forskningsdatasæt
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Bioscan-5M: A Multimodal Dataset for Insect Biodiversity
Gharaee, Z. (Ophavsperson), Lowe, S. C. (Ophavsperson), Gong, Z. (Ophavsperson), Arias, P. M. (Ophavsperson), Pellegrino, N. (Ophavsperson), Wang, A. T. (Ophavsperson), Haurum, J. B. (Ophavsperson), Zarubiieva, I. (Ophavsperson), Kari, L. (Ophavsperson), Steinke, D. (Ophavsperson), Taylor, G. W. (Ophavsperson), Fieguth, P. (Ophavsperson) & Chang, A. X. (Ophavsperson), VBN, 24 jun. 2024
DOI: 10.5278/a289ba89-0ffc-4d30-8eb2-8da54dc80e7a, https://drive.google.com/drive/u/0/folders/1Jc57eKkeiYrnUBc9WlIp-ZS_L1bVlT-0
Datasæt
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BIOSCAN-1M Insect Dataset
Gharaee, Z. (Ophavsperson), Gong, Z. (Ophavsperson), Pellegrino, N. (Ophavsperson), Zarubiieva, I. (Ophavsperson), Haurum, J. B. (Ophavsperson), Lowe, S. C. (Ophavsperson), McKeown, J. T. A. (Ophavsperson), Ho, C. C. Y. (Ophavsperson), McLeod, J. (Ophavsperson), Wei, Y.-Y. C. (Ophavsperson), Agda, J. (Ophavsperson), Ratnasingham, S. (Ophavsperson), Steinke, D. (Ophavsperson), Chang, A. X. (Ophavsperson), Taylor, G. W. (Ophavsperson) & Fieguth, P. (Ophavsperson), Zenodo, 12 jun. 2023
DOI: 10.5281/zenodo.8030065, https://biodiversitygenomics.net/1M_insects/
Datasæt
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BIOSCAN-1M Insect Dataset
Gharaee, Z. (Bidrager), Pellegrino, N. (Bidrager), Zarubiieva, I. (Bidrager), Haurum, J. B. (Bidrager), Ho, C. C. Y. (Bidrager), McLeod, J. (Bidrager), Agda, J. (Bidrager), Ratnasingham, S. (Bidrager), Steinke, D. (Bidrager), Chang, A. X. (Bidrager), Taylor, G. W. (Bidrager) & Fieguth, P. (Bidrager), Zenodo, 2023
DOI: 10.5281/zenodo.8015206, https://zenodo.org/record/8015206
Datasæt
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Sewer-ML
Haurum, J. B. (Ophavsperson) & Moeslund, T. B. (Ophavsperson), sciencedata.dk, 18 jun. 2021
https://forms.gle/hBaPtoweZumZAi4u9 og et link mere, https://vap.aau.dk/sewer-ml/ (vis færre)
Datasæt
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AAU Sewer Defect Point Cloud Dataset
Haurum, J. B. (Ophavsperson), Allahham, M. M. J. (Ophavsperson), Lynge, M. S. (Ophavsperson), Henriksen, K. S. (Ophavsperson), Nikolov, I. A. (Ophavsperson) & Moeslund, T. B. (Ophavsperson), Kaggle, 2021
https://www.kaggle.com/aalborguniversity/sewerpointclouds
Datasæt
Aktiviteter
- 2 Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
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2025 IEEE/CVF International Conference on Computer Vision Workshops
Pedersen, M. (Arrangør), Nakath, D. (Arrangør), Hoogs, A. (Arrangør), Albu, A. B. (Arrangør), Akkaynak, D. (Arrangør), Hoeberechts, M. (Arrangør), Köser, K. (Arrangør), Moeslund, T. B. (Arrangør), Haurum, J. B. (Arrangør), Kay, J. (Arrangør) & Kurinchi-Vendhan, R. (Arrangør)
19 okt. 2025Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
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Workshop on Marine Environmental Monitoring and Assessment using AI
Pedersen, M. (Arrangør), Bengtson, S. H. (Arrangør), Haurum, J. B. (Arrangør) & Ismiroglou, V. (Arrangør)
13 maj 2025Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
Presse/medier
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FORSKER I SPILDEVAND: Kontinuerlig inspektion af kloakrør kan spare forsyninger for et trecifret millionbeløb – om året
15/05/2022
1 element af Mediedækning
Presse/medie
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Unikt datasæt skal bidrage til vedligehold af danske kloakker
Haurum, J. B. & Moeslund, T. B.
22/06/2021
1 element af Mediedækning
Presse/medie
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Data og algoritmer skal hjælpe med at vedligeholde vores kloakker
Haurum, J. B. & Moeslund, T. B.
21/06/2021
1 Mediebidrag
Presse/medie
Impacts
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Robotter opsporer defekter i kloaksystemer
Moeslund, T. B. (Deltager), Bahnsen, C. H. (Deltager) & Haurum, J. (Deltager)
Impact: Økonomisk impact, Anden impact