Projects per year
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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AdvAR4AIServ: Advanced Augmented Reality Solutions for AI-based Servitization
Schoonbeek, T. J. (Project member), van der Sommen, F. (Project Manager) & de With, P. H. N. (Project member)
1/10/20 → 5/02/26
Project: Third tier
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Find the Assembly Mistakes: Error Segmentation for Industrial Applications
Lehman, D., Schoonbeek, T. J. (Corresponding author), Hung, S.-H., Kustra, J., de With, P. H. N. & van der Sommen, F., 12 May 2025, Computer Vision – ECCV 2024 Workshops: Milan, Italy, September 29–October 4, 2024, Proceedings, Part IV. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Cham: Springer, p. 211-227 17 p. (Lecture Notes in Computer Science (LNCS); vol. 15626).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting
Schoonbeek, T. J., Houben, T., Onvlee, H., de With, P. H. N. & van der Sommen, F., 9 Apr 2024, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers, p. 4353-4362 10 p. 10484389Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile14 Citations (Scopus)23 Downloads (Pure) -
Proceedings of the Workshop on 3D Geometry Generation for Scientific Computing
Ramirez de Chanlatte, M., Colella, P., Darrell, T., Carlson, A. K., de With, P. H. N., Deng, H., Guan, S., Hays, J., Houben, T., Huisman, T., Jaipuria, N., Johansen, H., Khalid, S., Krishnan, A., Li, C., Pisarenco, M., Raj, A., Rudzicz, F., Schoonbeek, T. J. & Sridhar, S. & 9 others, , 16 Apr 2024, 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. Institute of Electrical and Electronics Engineers, p. 762-766 5 p. 10495682Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile81 Downloads (Pure) -
Supervised Representation Learning Towards Generalizable Assembly State Recognition
Schoonbeek, T. J. (Corresponding author), Balachandran, G., Onvlee, H., Houben, T., Hung, S.-H., Kustra, J., de With, P. H. N. & van der Sommen, F., Nov 2024, In: IEEE Robotics and Automation Letters. 9, 11, p. 9915-9922 8 p., 10694722.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus) -
Beyond Action Recognition: Extracting Meaningful Information from Procedure Recordings
Schoonbeek, T. J., Onvlee, H., Frisco, P., de With, P. H. N. & van der Sommen, F., 1 May 2023, 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). Institute of Electrical and Electronics Engineers, p. 881-882 2 p. 10108640Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus)2 Downloads (Pure)
Datasets
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IndustReal Dataset of Egocentric Videos for Procedure Understanding
Schoonbeek, T. J. (Creator), Houben, T. (Creator), Onvlee, H. (Creator), de With, P. H. N. (Contributor) & van der Sommen, F. (Contributor), 4TU.Centre for Research Data, 23 Aug 2024
DOI: 10.4121/b008dd74-020d-4ea4-a8ba-7bb60769d224.v2, https://data.4tu.nl/datasets/b008dd74-020d-4ea4-a8ba-7bb60769d224/2 and one more link, https://data.4tu.nl/datasets/b008dd74-020d-4ea4-a8ba-7bb60769d224 (show fewer)
Dataset
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Extension to IndustReal Dataset: Assembly State Recognition with Error States
Schoonbeek, T. J. (Creator), Balachandran, G. (Creator), Onvlee, H. (Creator), Houben, T. (Creator), Hung, S.-H. (Creator), Kustra, J. (Creator), de With, P. H. N. (Contributor) & van der Sommen, F. (Contributor), 4TU.Centre for Research Data, 28 Oct 2024
DOI: 10.4121/611adbc7-7935-43a6-8c3f-b2260a508e73, https://data.4tu.nl/datasets/611adbc7-7935-43a6-8c3f-b2260a508e73 and one more link, https://data.4tu.nl/datasets/611adbc7-7935-43a6-8c3f-b2260a508e73/1 (show fewer)
Dataset
Thesis
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Learning to Predict Collision Risk from Simulated Optical Flow
Schoonbeek, T. J. (Author), Jancura, P. (Supervisor 1) & Piva, F. (Supervisor 2), 28 May 2021Student thesis: Master
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