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prof.dr.ir. R.N.J. Veldhuis (Raymond)

Full Professor

Expertise

Biometrics
Face Recognition
Experiments
Classifiers
Authentication
Deep Learning
Fusion Reactions
Lung

Ancillary Activities

  • GenKey
    Member advisory Committee Genkey
  • WIC
    Board member WIC
  • EAB European Assiociation for Biometrics
    Chair Academia SIG EAB
  • 20Face
    Advisor and shareholder 20Face

Publications

Recent
Bassit, A. , Hahn, F. , Zeinstra, C. , Veldhuis, R. , & Peter, A. (2021). Bloom Filter vs Homomorphic Encryption: Which approach protects the biometric data and satisfies ISO/IEC 24745? In A. Brömme, C. Busch, N. Damer, A. Dantcheva, M. Gomez-Barrero, K. Raja, C. Rathgeb, A. F. Sequeira, & A. Uhl (Eds.), BIOSIG 2021 - Proceedings of the 20th International Conference of the Biometrics Special Interest Group: 15.-17. September 2021 International Digital Conference (Lecture Notes in Informatics (LNI) - Proceedings; Vol. P-315). IEEE. https://doi.org/10.1109/BIOSIG52210.2021.9548304
Wang, S. , Kelly, U. M. , & Veldhuis, R. N. J. (2021). Gender Obfuscation through Face Morphing. In Proceedings - 9th International Workshop on Biometrics and Forensics, IWBF 2021 [9465088] IEEE. https://doi.org/10.1109/IWBF50991.2021.9465088
Shao, H., Zhong, D., Du, X., Du, S. , & Veldhuis, R. N. J. (2021). Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network. IEEE transactions on instrumentation and measurement, 70, [9420130]. https://doi.org/10.1109/TIM.2021.3076850
Raja, K., Ferrara, M., Franco, A. , Spreeuwers, L. , Batskos, I. , de Wit, F. F., Gomez-Barrero, M., Scherhag, U., Fischer, D., Venkatesh, S., Mohan Singh, J., Ramachandra, R., Rathgeb, C., Frings, D., Seidel, U., Knopjes, F. , Veldhuis, R. N. J., Maltoni, D., & Busch, C. (2021). Morphing Attack Detection - Database, Evaluation Platform and Benchmarking. IEEE transactions on information forensics and security, 16, 4336-4351. https://doi.org/10.1109/TIFS.2020.3035252, https://doi.org/10.1109/TIFS.2020.3035252
Zheng, S., Cornelissen, L. J., Cui, X., Jing, X. , Veldhuis, R. N. J., Oudkerk, M., & van Ooijen, P. M. A. (2021). Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification. Medical physics, 48(2), 733-744. https://doi.org/10.1002/mp.14648
Zheng, S., Cui, X., Vonder, M. , Veldhuis, R. N. J., Dorrius, M. D., Ye, Z., Vliegenthart, R., Oudkerk, M., & van Ooijen, P. M. A. (2020). Effect of slab thickness on pulmonary nodule detection using maximum intensity projection in a deep learning-based computer-aided detection system. European respiratory journal, 56(64), [4169]. https://doi.org/10.1183/13993003.congress-2020.4169
Cui, X., Zheng, S., Heuvelmans, M. A., Du, Y., Sidorenkov, G., Dorrius, M. D. , Veldhuis, R. N. J., Oudkerk, M., de Bock, G. H., van Ooijen, P. M. A., Vliegenthart, R., & Ye, Z. (2020). Validation of a deep learning-based computer-aided system for lung nodule detection in a Chinese lung cancer screening program. European respiratory journal, 56(64), [4168]. https://doi.org/10.1183/13993003.congress-2020.4168
Kelly, U. M. , Veldhuis, R. N. J. , & Spreeuwers, L. (2020). Improving deep-learning-based face recognition to increase robustness against morphing attacks. In D. C. Wyld, & J. Zizka (Eds.), 9th International Conference on Signal, Image Processing and Pattern Recognition (SPPR 2020), December 19 ~ 20, 2020, Sydney, Australia (Computer Science & Information Technology; Vol. 10, No. 19). Academy and Industry Research Collaboration Center (AIRCC). https://doi.org/10.5121/csit.2020.101901

UT Research Information System

Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 4074
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  4074
P.O. Box 217
7500 AE Enschede
The Netherlands