Research output per year
Research output per year
Personal profile
Research interests
Contactless fingerprints
Research interests
Deep Learning in the field of Computer Vision
Research interests
Federated Learning
Skills
Quantization of artificial neural networks; Post-Training Quantization; Quantization-Aware Training; Distributed Systems; Change Detection; Object Detection & Segmentation
Skills
Deep Learning Resources: Tensorflow, Keras, Pytorch, Huggingface
Education/Academic qualification
Technical Physics, PhD, Algorithms for contactless fingerprint recognition, TU Wien
2022 → 2025
Technical Physics, Master, Spatio-Temporal Pattern Matching for 3D Data with an application for automate diagnosis of iRBD, TU Wien
2019 → 2022
Technical Physics, Bachelor, Non-standard node split criteria for Boosted Decision Trees, TU Wien
2016 → 2019
Fingerprint
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Research output
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Face Morphing Attack Generation and Detection: A State-of-the-Art Review
Antonutti, D., Ilyes, J., Ruzicka, L., Poletti, S., Hasenbalg, M., Boyer, M. & Fischinger, D., Jul 2026, In: IEEE Transactions on Biometrics, Behavior, and Identity Science. 8, 3, p. 412 - 430 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Algorithms for contactless fingerprint recognition
Ruzicka, L., 2025, 157 p.Research output: Thesis › Doctoral Thesis
Open AccessFile6 Downloads (Pure) -
FingerUNeSt++: Improving Fingertip Segmentation in Contactless Fingerprint Imaging Using Deep Learning
Ruzicka, L., Kohn, B. & Heitzinger, C., Jan 2025, In: IET Biometrics. 2025, 1, 6 p., 9982355.Research output: Contribution to journal › Article › peer-review
Open Access -
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging
Ruzicka, L., Kohn, B. & Heitzinger, C., 14 Mar 2025, In: Sensors. 25, 6, 18 p., 1824.Research output: Contribution to journal › Article › peer-review
Open Access -
Centrality of the Fingerprint Core Location
Ruzicka, L. (Autor, Keynote), Strobl, B., Kohn, B. & Heitzinger, C., 23 Feb 2024, BIOSIGNALS 2024 Conference Proceedings: Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies. Vol. 1. p. 713-720Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review
Open Access