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Hatef Otroshi Shahreza
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Towards protecting and enhancing vascular biometric recognition methods via biohashing and deep neural networks
HO Shahreza, S Marcel
IEEE Transactions on Biometrics, Behavior, and Identity Science 3 (3), 394-404, 2021
332021
No-reference image quality assessment using transfer learning
H Otroshi-Shahreza, A Amini, H Behroozi
2018 9th International Symposium on Telecommunications (IST), 637-640, 2018
182018
Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network
HO Shahreza, VK Hahn, S Marcel
2022 IEEE International Conference on Image Processing (ICIP), 1211-1215, 2022
162022
Towards Automatic Prostate Gleason Grading Via Deep Convolutional Neural Networks
AA Khani, SAF Jahromi, HO Shahreza, H Behroozi, MS Baghshah
2019 5th Iranian Conference on Signal Processing and Intelligent Systems …, 2019
142019
Mlp-hash: Protecting face templates via hashing of randomized multi-layer perceptron
HO Shahreza, VK Hahn, S Marcel
2023 31st European Signal Processing Conference (EUSIPCO), 605-609, 2023
132023
Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition
HO Shahreza, S Marcel
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
122021
Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics
HO Shahreza, C Rathgeb, D Osorio-Roig, VK Hahn, S Marcel, C Busch
2022 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2022
112022
Impulsive noise removal via a blind CNN enhanced by an iterative post-processing
S Sadrizadeh, H Otroshi-Shahreza, F Marvasti
Signal Processing 192, 108378, 2022
112022
On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models
HO Shahreza, VK Hahn, S Marcel
2021 IEEE International Workshop on Information Forensics and Security (WIFS …, 2021
102021
No-Reference Video Quality Assessment using Recurrent Neural Networks
HO Shahreza, A Amini, H Behroozi
2019 5th Iranian Conference on Signal Processing and Intelligent Systems …, 2019
82019
Frame-based face emotion recognition using linear discriminant analysis
H Otroshi-Shahreza
2017 3rd Iranian Conference on Intelligent Systems and Signal Processing …, 2017
72017
EdgeFace: Efficient Face Recognition Model for Edge Devices
A George, C Ecabert, HO Shahreza, K Kotwal, S Marcel
arXiv preprint arXiv:2307.01838, 2023
62023
Removing Impulsive Noise from Color Images via a Residual Deep Neural Network Enhanced by Post-Processing
S Sadrizadeh, H Otroshi-Shahreza, F Marvasti
2021 29th European Signal Processing Conference (EUSIPCO), 656-660, 2021
52021
A Deep Learning Framework for Viable Tumor Burden Estimation
SAF Jahromi, AA Khani, HO Shahreza, MS Baghshah, H Behroozi
2020 6th Iranian Conference on Signal Processing and Intelligent Systems …, 2020
52020
Separation of Nonlinearly Mixed Sources Using End-to-End Deep Neural Networks
H Zamani, S Razavikia, H Otroshi-Shahreza, A Amini
IEEE Signal Processing Letters 27, 101-105, 2019
52019
Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks Via 3D Face Reconstruction
HO Shahreza, S Marcel
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
42023
Measuring Linkability of Protected Biometric Templates using Maximal Leakage
HO Shahreza, YY Shkel, S Marcel
IEEE Transactions on Information Forensics and Security, 2023
42023
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
42023
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings
P Melzi, HO Shahreza, C Rathgeb, R Tolosana, R Vera-Rodriguez, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
42023
Face reconstruction from facial templates by learning latent space of a generator network
HO Shahreza, S Marcel
Thirty-seventh Conference on Neural Information Processing Systems, 2023
32023
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Articles 1–20