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Pietro Melzi
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Year
Ecg biometric recognition: Review, system proposal, and benchmark evaluation
P Melzi, R Tolosana, R Vera-Rodriguez
IEEE Access, 2023
202023
Analyzing artificial intelligence systems for the prediction of atrial fibrillation from sinus-rhythm ECGs including demographics and feature visualization
P Melzi, R Tolosana, A Cecconi, A Sanz-Garcia, GJ Ortega, ...
Scientific Reports 11 (1), 22786, 2021
182021
An overview of privacy-enhancing technologies in biometric recognition
P Melzi, C Rathgeb, R Tolosana, R Vera-Rodriguez, C Busch
arXiv preprint arXiv:2206.10465, 2022
172022
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations
P Melzi, C Rathgeb, R Tolosana, R Vera-Rodriguez, D Lawatsch, ...
IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 3086-3095, 2023
152023
Benchmarking of cancelable biometrics for deep templates
HO Shahreza, P Melzi, D Osorio-Roig, C Rathgeb, C Busch, S Marcel, ...
arXiv preprint arXiv:2302.13286, 2023
9*2023
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings
P Melzi, HO Shahreza, C Rathgeb, R Tolosana, R Vera-Rodriguez, ...
IEEE/CVF Winter Conf. on Applications of Computer Vision Workshops (WACVw íK, 2023
92023
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition
P Melzi, C Rathgeb, R Tolosana, R Vera-Rodriguez, A Morales, ...
2023 IEEE International Joint Conference on Biometrics (IJCB), 1-9, 2023
62023
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data
P Melzi, R Tolosana, R Vera-Rodriguez, M Kim, C Rathgeb, X Liu, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer íK, 2024
42024
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems
P Melzi, R Tolosana, R Vera-Rodriguez, M Kim, C Rathgeb, X Liu, ...
Information Fusion 107, 102322, 2024
32024
FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
I DeAndres-Tame, R Tolosana, P Melzi, R Vera-Rodriguez, M Kim, ...
arXiv preprint arXiv:2404.10378, 2024
12024
SDFR: Synthetic Data for Face Recognition Competition
HO Shahreza, C Ecabert, A George, A Unnervik, S Marcel, ...
arXiv preprint arXiv:2404.04580, 2024
12024
Fishing Gear Classification from Vessel Trajectories and Velocity Profiles: Database and Benchmark
P Melzi, JM Rodriguez-Albala, A Morales, R Tolosana, J Fierrez, ...
Iberian Conference on Pattern Recognition and Image Analysis, 629-638, 2023
12023
Spatio-temporal trajectory data modeling for fishing gear classification
JM Rodriguez-Albala, A Peña, P Melzi, A Morales, R Tolosana, J Fierrez, ...
Pattern Analysis and Applications 27 (2), 42, 2024
2024
SDFR: Synthetic Data for Face Recognition Competition
H Otroshi Shahreza, C Ecabert, A George, A Unnervik, S Marcel, ...
arXiv e-prints, arXiv: 2404.04580, 2024
2024
Prediction of Atrial Fibrillation from Sinus-Rhythm Electrocardiograms Based on Deep Neural Networks: Analysis of Time Intervals and Longitudinal Study
P Melzi, R Vera-Rodriguez, R Tolosana, A Sanz-Garcia, A Cecconi, ...
IRBM 44 (6), 100811, 2023
2023
Exploring Transformers for On-Line Handwritten Signature Verification
P Melzi, R Tolosana, R Vera-Rodriguez, P Delgado-Santos, ...
arXiv preprint arXiv:2307.01663, 2023
2023
Deterministic policy optimization: an approach to safe reinforcement learning
P MELZI
Politecnico di Milano, 2018
2018
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Articles 1–17