Anjith George |  Sebastien Marcel -  《ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Vol.7: Seoul, South Korea.14-19 April 2024》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2024, - 4780～4784 - 共5页

摘要：Heterogeneous Face Recognition (HFR) aims to expand the applicability of Face Recognition (FR) systems to challenging scenarios, enabling the matching of face images across different domains, such as ...

关键词： Face Recognition |  Heterogeneous Face Recognition |  Domain Invariant Units |  Biometrics

Hatef Otroshi Shahre... |  Sebastien Marcel -  《ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Vol.7: Seoul, South Korea.14-19 April 2024》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2024, - 4930～4934 - 共5页

摘要：Face recognition systems are widely used in different applications. In such systems, some features (called templates) are extracted from each face image and stored in the system's database. In this pa...

关键词： Embedding |  Face Recognition |  Face Reconstruction |  Partial Leakage |  Template Inversion

Hatef Otroshi Shahre... |  Alexandre Veuthey... -  《ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Vol.6: Seoul, South Korea.14-19 April 2024》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2024, - 4385～4389 - 共5页

摘要：Coded aperture imaging is an emerging technique allowing thin form factor cameras that can be cheaply constructed. Many applications benefit from using such lensless cameras, such as face recognition....

关键词： Biometrics |  Coded Aperture Camera |  Lensless Imaging |  Face Recognition |  Embeddings

Pavel Korshunov |  Anjith George... -  《ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Vol.7: Seoul, South Korea.14-19 April 2024》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2024, - 4830～4834 - 共5页

摘要：Presentation attacks on biometric systems have long created significant security risks. The increase in the adoption of age verification systems, which ensure that only age-appropriate content is cons...

关键词： Age verification |  replay attacks |  vulnerability |  presentation attack detection |  age anti-spoofing

Behrooz Razeghi |  Parsa Rahimi... -  《ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Vol.7: Seoul, South Korea.14-19 April 2024》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2024, - 4920～4924 - 共5页

摘要：In this study, we harness the information-theoretic Privacy Funnel (PF) model to develop a method for privacy-preserving representation learning using an end-to-end training framework. We rigorously a...

关键词： Privacy funnel |  information leakage |  statistical inference |  obfuscation |  face recognition

Ketan Kotwal |  Sebastien Marcel -  《Pattern Recognition, Computer Vision, and Image Processing: ICPR 2022 International Workshops and Challenges, Montreal, QC, Canada, August 21-25, 2022, Proceedings, Part I》 -  International Conference on Pattern Recognition Workshops - 2023, - 479～493 - 共15页

摘要：The demographic disparity of biometric systems has led to serious concerns regarding their societal impact as well as applicability of such systems in private and public domains. A quantitative evalua...

关键词： Biometrics |  Demographic |  Fairness |  Fairness evaluation

Ketan Kotwal |  Sebastien Marcel -  《Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, Part 1: 26th International Conference on Pattern Recognition (ICPR 2022), August 21-25, 2022, Montreal, QC, Canada》 -  International Conference on Pattern Recognition - 2023, - 479～493 - 共15页

摘要：The demographic disparity of biometric systems has led to serious concerns regarding their societal impact as well as applicability of such systems in private and public domains. A quantitative evalua...

关键词： Biometrics |  Demographic |  Fairness |  Fairness Evaluation

Eklavya Sarkar |  Pavel Korshunov... -  《ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Vol.5: Virtual Conference, 7-13 May 2022 and Singapore, 22-27 May 2022》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2022, - 2959～2963 - 共5页

摘要：Morphing attacks are a threat to biometric systems where the biometric reference in an identity document can be altered. This form of attack presents an important issue in applications relying on iden...

关键词： Biometrics |  Face Recognition |  Vulnerability Analysis |  Morphing Attack |  StyleGAN 2

NSTL主题词： Facial Recognition |  morphs

Pavel Korshunov |  Anubhav Jain... -  《ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Vol.12: Virtual Conference, 7-13 May 2022 and Singapore, 22-27 May 2022》 -  IEEE International Conference on Acoustics, Speech and Signal Processing - 2022, - 8972～8976 - 共5页

摘要：The simplicity and accessibility of tools for generating deepfakes pose a significant technical challenge for their detection and filtering. Many of the recently proposed methods for deeptake detectio...

关键词： Deepfake attribution |  deepfake detection |  cross-database evaluations |  ArcFace loss |  Triplet loss

NSTL主题词： interpretability |  attribution |  attribution |  Customs |  Customization |  Generalization

Huy H. Nguyen |  Sebastien Marcel... -  《IEEE Transactions on Biometrics, Behavior, and Identity Science》 - 2022,4(3) - 398～411 - 共14页

摘要：Face authentication is now widely used, especially on mobile devices, rather than authentication using a personal identification number or an unlock pattern, due to its convenience. It has thus become...

关键词： Face recognition |  Biometrics (access control) |  Databases |  Authentication |  Faces |  Training |  Image synthesis