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Dive into the research topics where Andrii Kompanets is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Two-stage fatigue crack detection framework with crack-preserving downsampler
Kompanets, A. (Corresponding author), Duits, R., Leonetti, D. (Corresponding author) & Snijder, H. H., Feb 2026, In: International Journal of Fatigue. 203, 15 p., 109179.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile209 Downloads (Pure) -
Loss function inversion for improved crack segmentation in steel bridges using a CNN framework
Kompanets, A. (Corresponding author), Duits, R., Pai, G., Leonetti, D. & Snijder, H. H., Feb 2025, In: Automation in Construction. 170, 26 p., 105896.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile18 Link opens in a new tab Citations (Scopus)219 Downloads (Pure) -
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges
Kompanets, A., Pai, G., Duits, R., Leonetti, D. & Snijder, B., 26 Mar 2024, arXiv.org, 23 p.Research output: Working paper › Preprint › Academic
Open AccessFile5 Downloads (Pure) -
Segmentation tool for images of cracks
Kompanets, A., Duits, R., Leonetti, D., van den Berg, N., H., H. & Snijder, H. P. S., 28 Mar 2024, arXiv.org.Research output: Working paper › Preprint › Academic
File3 Downloads (Pure) -
Visual Crack Detection in Steel Structures with Convolutional Neural Networks
Kompanets, A. (Corresponding author), Leonetti, D. & Snijder, H. H., 2024, In: Procedia Structural Integrity. 66, p. 388-395 8 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile46 Downloads (Pure)
Datasets
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Cracks in Steel Bridges (CSB) dataset: data underlying the publication: Loss function inversion for improved crack segmentation in steel bridges using a CNN framework
Kompanets, A. (Creator), Leonetti, D. (Creator), Duits, R. (Creator) & Snijder, H. H. (Creator), Eindhoven University of Technology, 16 Apr 2024
DOI: 10.4121/6162a9b6-2a20-4600-8207-e9dcd53a264a.v3
Dataset
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Cracks in Steel Bridges (CSB) dataset: data underlying the publication: Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges
Kompanets, A. (Creator), Leonetti, D. (Creator), Duits, R. (Creator) & Snijder, B. (Creator), 4TU.Centre for Research Data, 30 Sept 2024
DOI: 10.4121/6162a9b6-2a20-4600-8207-e9dcd53a264a.v2
Dataset