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 | 35 | 2021 |
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 | 20 | 2022 |
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 | 19 | 2023 |
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 | 19 | 2022 |
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 | 18 | 2018 |
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 | 14 | 2021 |
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 | 14 | 2019 |
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 | 13 | 2022 |
EdgeFace: Efficient Face Recognition Model for Edge Devices A George, C Ecabert, HO Shahreza, K Kotwal, S Marcel IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 | 11 | 2024 |
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 | 11* | 2023 |
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 | 11 | 2021 |
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 | 10 | 2023 |
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 | 9 | 2023 |
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 | 8 | 2019 |
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 | 7 | 2024 |
Frame-based face emotion recognition using linear discriminant analysis H Otroshi-Shahreza 2017 3rd Iranian Conference on Intelligent Systems and Signal Processing …, 2017 | 7 | 2017 |
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 | 6 | 2023 |
Efar 2023: Efficient face recognition competition JN Kolf, F Boutros, J Elliesen, M Theuerkauf, N Damer, M Alansari, ... 2023 IEEE International Joint Conference on Biometrics (IJCB), 1-12, 2023 | 6 | 2023 |
Measuring Linkability of Protected Biometric Templates using Maximal Leakage HO Shahreza, YY Shkel, S Marcel IEEE Transactions on Information Forensics and Security, 2023 | 6 | 2023 |
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction HO Shahreza, S Marcel Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 6 | 2023 |