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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Next generation X-ray imaging system
de With, P. H. N. (Project Manager), van der Sommen, F. (Project member), Zavala Mondragon, L. A. (Project member), Manni, F. (Project member), Viviers, C. G. A. (Project member) & van der Hagen, D. (Project communication officer)
1/01/18 → 31/12/21
Project: Research direct
Research output
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Analyzing Concrete Cracking Along Civil Infrastructure using Distributed Fiber Optic Sensing
Monsberger, C. M., Winkler, M., Pavelkin, R., Mondragon, L. Z., van der Sommen, F., Kornberger, A. T., Schlicke, D. & Lienhart, W., 2025, Structural Health Monitoring 2025: Ensuring Mobility and Autonomy with Sustainability - Proceedings of the 15th International Workshop on Structural Health Monitoring, IWSHM 2025. Chang, F.-K. & Guemes, A. (eds.). DEStech publications, p. 719-727 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Data-tailored shape compression for interventional device tracking
Pavelkin, R. (Corresponding author), Zavala-Mondragon, L. A., Ekin, A., de With, P. H. N. & van der Sommen, F., 7 Apr 2025, Medical Imaging 2025: Image-Guided Procedures, Robotic Interventions, and Modeling. Rettmann, M. E. & Siewerdsen, J. H. (eds.). SPIE, 11 p. 134081C. (Proceedings of SPIE; vol. 13408).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile12 Downloads (Pure) -
Spline-Based Shape Compression for Interventional Device Tracking
Pavelkin, R. (Corresponding author), Zavala-Mondragon, L. A., Ekin, A. & van der Sommen, F., 5 Oct 2025, Shape in Medical Imaging: International Workshop, ShapeMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Wachinger, C., Luijten, G., Elhabian, S., Gopinath, K. & Egger, J. (eds.). Cham: Springer, p. 179-192 14 p. (Lecture Notes in Computer Science (LNCS); vol. 16171).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)3 Downloads (Pure) -
A Signal Processing Interpretation of Noise-Reduction Convolutional Neural Networks: Exploring the mathematical formulation of encoding-decoding CNNs
Zavala Mondragon, L. A., van der Sommen, F. & de With, P. H. N., 7 Nov 2023, In: IEEE Signal Processing Magazine. 40, 7, p. 38-63 26 p., 10313228.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile12 Link opens in a new tab Citations (Scopus)81 Downloads (Pure) -
Fitting signal processing into CNNs with applications to CT denoising
Zavala Mondragon, L. A., 21 Dec 2023, Eindhoven: Eindhoven University of Technology. 176 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile338 Downloads (Pure)
Datasets
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A signal processing interpretation of noise-reduction convolutional neural networks: Toy model
de With, P. H. N. (Creator), van der Sommen, F. (Creator) & Zavala-Mondragón, L. A. (Contributor), Code Ocean, 9 Feb 2023
DOI: 10.24433/co.7845737.v1, https://codeocean.com/capsule/4720962/tree/v1 and one more link, https://codeocean.com/capsule/4720962/tree/v2 (show fewer)
Dataset
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Noise reduction in CT using Learned Wavelet-Frame Shrinkage Networks: Pytorch implementation
Zavala Mondragon, L. A. (Creator), van der Sommen, F. (Creator), de With, P. H. N. (Creator), Rongen, P. (Creator) & Bescos, J. O. (Creator), Code Ocean, 15 Feb 2022
DOI: 10.24433/co.6664988.v1, https://codeocean.com/capsule/9027829/tree/v1
Dataset
Courses
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Fundamentals of machine learning
van Erp, B., van Mechelen, D., van der Sommen, F. & Zavala Mondragon, L. A. 1/09/20 → 31/08/26
Course