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 201915 Jun 2022

Vision, Graphics and Interactive Systems, M.Sc. in Engineering, Re-identification of Zebrafish using Metric Learning

1 Sept 201614 Jun 2018

Medialogy, B.Sc., Three Cushion Billiard Training Aid

1 Sept 201428 Jun 2016

Keywords

  • Computer Science
  • Computer Vision
  • Deep Learning
  • AI
  • Machine Learning
  • Fine-grained Image Analysis

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Collaborations from the last five years

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  • 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., 27 Jan 2024, (E-pub ahead of print) Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 5836-5845 9 p. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    Open Access
  • 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., Sept 2023, (Accepted/In press) Advances in Neural Information Processing Systems. Vol. 37.

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • BarcodeBERT: Transformers for Biodiversity Analysis

    Arias, P. M., Sadjadi, N., Safari, M., Gong, Z., Wang, A. T., Lowe, S. C., Haurum, J. B., Zarubiieva, I., Steinke, D., Kari, L., Chang, A. X. & Taylor, G. W., 2023. 9 p.

    Research output: Contribution to conference without publisher/journalPaper without publisher/journalResearchpeer-review

    Open Access
  • Which Tokens to Use? Investigating Token Reduction in Vision Transformers

    Haurum, J. B., Guerrero, S. E., Taylor, G. W. & Moeslund, T. B., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE, p. 773-783 11 p. 10350983. (IEEE International Conference on Computer Vision Workshops (ICCVW)).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    Open Access
    1 Citation (Scopus)
  • Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders

    Lowe, S. C., Haurum, J. B., Oore, S., Moeslund, T. B. & Taylor, G. W., 15 Dec 2023. 17 p.

    Research output: Contribution to conference without publisher/journalPaper without publisher/journalResearchpeer-review