Keywords:
- 2-D Face
- 2D attacks
- 2D Face Authentication
- 3D Face
- 3D Face Localisation
- 3D face recognition
- 3D Masks
- 3D-Rendered Datasets
- Accent Identification
- Adaboost
- adaptation
- AIM
- analysis biometrics python tool
- anomaly detection
- Anti-spoofing
- Attack
- attribution
- audio and video classification
- Audio-visual person authentication
- audio-visual speaker recognition
- authentication
- authentication task
- Auto-encoder
- automatic eye detectors
- Automatic Speech Recognition
- Backdoor attack
- backdoor attack detection
- batch norm
- batch normalization
- BEAT
- behavioral recognition
- Benchmarking
- bi-modal authentication
- bias
- bias mitigation
- Binary features
- Biohashing
- Biometric Authentication
- biometric recognition
- biometric template protection
- Biometrics
- biometrics (access control)
- biometry
- Blackbox
- bob
- Bob toolbox
- boosting
- C++
- calibration
- calibration performance evaluation
- calibration performance metric
- Cascade
- categorical calibration
- CNN
- CNN Embeddings
- CNN visualization
- commercial face recognition systems
- Comparison studies
- Competition
- computational efficiency
- computer vision
- continuous speech recognition boosted binary features resource management
- Controlled Synthesis
- Convolutional neural network
- Convolutional neural network.
- Counter-Measures
- Counter-Spoofing
- CPqD mobile biometric database
- cross-database
- cross-database testing
- cross-dataset evaluation
- crossmodal matching
- Custom 3D Silicon masks
- Custom Silicone Masks
- database
- decision trees
- deep features
- deep learning
- Deep neural network
- deep-networks
- deepfake detection
- Deepfakes
- Demographic
- Demographic bias
- detection
- diarization
- Differential Privacy
- DIHARD challenge
- Disguise
- Dishonest Acts
- dnn
- domain adaptation
- domain generalization
- embedding
- embedding translation
- End-to-end learning
- error characteristics
- evaluation
- Expectation maximization
- eye detection
- eye localization errors
- eye location ambiguity
- Face
- Face Authentication
- Face Detection
- Face Editing
- Face Localisation
- face morph
- face normalization
- Face Presentation Attack Detection
- Face presentation attack detection (PAD)
- face presentation-attacks
- Face Recognition
- face recognition algorithms
- face recognition performance
- face recognition system
- face recognition systems
- face reconstruction
- face spoofing
- face verification
- facial feature alignment
- Fairness
- Fairness Evaluation.
- Feature Distribution Modelling
- Feature Fusion
- feature selection
- Ferns
- Finger vein
- finger vein recognition
- forensic face recognition
- Forensics
- Forgery
- Formants
- French Regional Accents
- Full-view Authentication
- Fundamental frequency
- Fusion
- Gabor
- GANs
- Gaussian Mixture Models (GMM)
- generalization
- generative models
- GMM
- GMM Modelling
- GMM Parts-Based
- GMMs HMMs 3D facial data face verification feature distribution modelling techniques
- Haar features
- Hashing
- Hill-climbing attack
- HMM
- human assisted learning
- i-vectors
- Identity
- Illumination Invariance
- Image analysis
- image forensics
- Image-to-Image Translation
- inconsistencies detection
- information fusion
- information leakage
- Integer Based Arithmetic
- Inter-session Variability Modelling
- iphoto
- Iris Recognition
- Joint Factor Analysis
- Kaldi toolkit
- Keystroke
- Lifelong learning
- likelihood ratio
- likelihood ratio interpretation
- linear score transformation
- linear score transformation.
- linearly calibrated face recognition scores
- linkability
- lip-syncing
- Liveness Detection
- Local Binary Patterns
- long-term statistics
- LSTM
- LWIR
- LWIR.
- machine learning
- machine-learning software
- Makeup Attack Detection
- Makeup Attacks
- manual eye annotations
- Mask attack
- maximal leakage
- Membership Inference (MI) Attack
- Memorisation
- Miura-Match
- mobile biometrics
- mobile computing
- mobile environment
- MOBIO
- MOBIO database
- model pairing
- Modified Census Transform
- morphing
- Morphing Attack
- MSU-MFSD
- Mult-channel sensors.
- Multi-channel face-PAD
- Multi-view
- MultiLayer Perceptron (MLP)
- Multimodal
- Multimodal biometrics
- multispectral
- Naive Bayesian
- near-infrared
- NIR
- Noise Robustness
- Old-Age Makeups
- online
- Online Platform
- open science
- Open Source
- open source implementations
- open-set classifica- tion
- open-set classification
- pad eps epsc anti-spoofing fusion
- pairing
- palm vein
- parts-based approach
- pattern recognition
- Performance Evaluation
- periocular biometrics
- Periocular PAD
- Periocular Recognition
- person recognition
- Phoneme recognition
- photometric stereo
- Photorealism in Synthetic Data
- picasa
- pittpatt
- PLDA
- pose estimation
- presentation attack
- Presentation Attack Detection
- presentation attacks
- pretraining
- Probablistic Model
- pruning
- python
- query phases
- raw waveforms
- Realism Transfer
- recognition
- regularization
- Remote photoplethysmography
- Replay
- Replay Attacks
- Replay-Attack
- Replay-Mobile
- Reproducibility Criteria
- Reproducible research
- residual CNN
- RGB/depth cameras
- rotation invariant cross-correlation
- score fusion
- security
- security of data
- semantic segmentation
- session variability
- Shape descriptor
- signal processing
- single-channel and multi-channel speech
- Smartphones
- software
- Software Frameworks
- speaker anti-spoofing
- Speaker Authenitcation
- speaker database
- Speaker Diarization
- Speaker identification
- speaker recognition
- speaker recognition field
- speaker verification
- speaker verification ferns XM2VTS
- speaker-specific features
- spectral statistics
- Spoofing
- Spoofing Attacks
- Spoofing attacks fingervein
- statistical hypothesis testing
- StyleGAN 2
- supervised adaptation
- surveillance camera face databases
- SVM
- Synthetic Data
- Synthetic Dataset
- template
- template inversion
- template protection
- temporal pattern extraction
- test
- Texture Analysis
- Texture Descriptor
- thermal cameras
- tool
- toolbox
- transfer learning
- Trick
- Trojan
- trojan attack
- trustworthy
- Unseen Attack Detection.
- vascular biometrics
- vein enhancement
- Vein recognition
- vein segmentation
- verification
- VGG-Face
- Video tampering
- Virtual Reality Dataset
- Vital signs monitoring
- voice biometrics
- vulnerability
- Vulnerability Analysis
- vulnerability evaluation
- web- biometrics
- Wrist biometrics
- wrist vein recognition
- XCSMAD
Publications of Sébastien Marcel sorted by first author
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| Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, , and , in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022 |
[DOI] [URL] |
| On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models, , and , in: Proceedings of the 13th IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, IEEE, 2021 |
[DOI] [URL] |
| Face Reconstruction from Partially Leaked Facial Embeddings, and , in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
[DOI] [URL] |
| Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
[DOI] [URL] |
| Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates, and , in: 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024 |
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| Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities, and , in: NeurIPS Workshop on New Frontiers in Adversarial Machine Learning, 2024 |
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| HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere, and , in: NeurIPS Safe Generative AI Workshop 2024, 2024 |
[URL] |
| Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks Via 3D Face Reconstruction, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(12):14248-14265, 2023 |
[DOI] [URL] |
| Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023 |
[DOI] [URL] |
| Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model, and , in: Proceedings of the IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, pages 2435-2439, 2023 |
[DOI] [URL] |
| Inversion of Deep Facial Templates using Synthetic Data, and , in: Proceedings of the IEEE International Joint Conference on Biometric, 2023 |
[DOI] [URL] |
| Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network, and , in: Thirty-seventh Conference on Neural Information Processing Systems, 2023 |
[URL] |
| Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition, and , in: Proceedings of the 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Toronto, Canada, 2021 |
[DOI] [URL] |
| Towards Protecting and Enhancing Vascular Biometric Recognition methods via Biohashing and Deep Neural Networks, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
[DOI] [URL] |
| Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, , , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
[DOI] [URL] |
| On Measuring Linkability of Multiple Protected Biometric Templates using Maximal Leakage, , and , in: IEEE Access, 2024 |
[DOI] [URL] |
| Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, , and , in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023 |
[DOI] [URL] |
| Face Recognition Using Lensless Camera, , and , in: Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
[DOI] [URL] |
| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
[DOI] [URL] |
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| Low-latency speaker spotting with online diarization and detection, , , , , , , , and , in: The Speaker and Language Recognition Workshop (Odyssey), 2018 |
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| Improving Face Authetication Using Virtual Samples, , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003 |
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| Improving Face Authetication Using Virtual Samples, , and , Idiap-RR-40-2002 |
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| On Performance Evaluation of Face Detection and Localization Algorithms, , , and , Idiap-RR-80-2003 |
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| On Performance Evaluation of Face Detection and Localization Algorithms, , , and , in: 17th International Conference on Pattern Recognition (ICPR), 2004 |
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| Face Liveness Detection Competition (LivDet-Face) - 2021, , , , , , , , , and , in: International Joint Conference on Biometrics, 2021 |
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| Finger vein Liveness Detection Using Motion Magnification, , , and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-7, 2015 |
[DOI] |
| Smartphone Multi-modal Biometric Authentication: Database and Evaluation, , , , , , , , and , Idiap-RR-17-2020 |
[URL] |
| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
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| Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups, , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition, , and , in: European Conference on Computer Vision Workshops, 2024 |
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| A Novel and Responsible Dataset for Face Presentation Attack Detection on Mobile Devices, , , , , and , in: The IEEE International Joint Conference on Biometrics, Buffalo, New York, pages 8, 2024 |
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| Group Membership Verification via Nonlinear Sparsifying Transform Learning, , , , , , and , in: IEEE Access, 12:86739-86751, 2024 |
[DOI] [URL] |
| Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition, , and , in: 49th IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, 2024 |
[DOI] [URL] |
| Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition, , and , Idiap-RR-02-2024 |
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| Face Authentication Using Adapted Local Binary Pattern Histograms, and , in: 9th European Conference on Computer Vision (ECCV), 2006 |
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| Face Authentication Using Adapted Local Binary Pattern Histograms, and , Idiap-RR-06-2006 |
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| Boosting Pixel-based Classifiers for Face Verification, and , Idiap-RR-65-2003 |
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| A Fast Parts-based Approach to Speaker Verification using Boosted Slice Classifiers, , and , in: IEEE Transactions on Information Forensics and Security, 7(1):241-254, 2012 |
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| Boosting localized binary features for speech recognition, , and , in: Symposium on Machine Learning in Speech and Language Processing (MLSLP), 2012 |
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| Phoneme Recognition using Boosted Binary Features, , and , in: IEEE Intl. Conference on Acoustics, Speech and Signal Processing 2011, 2011 |
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| Fast Speaker Verification on Mobile Phone data using Boosted Slice Classifiers, , and , in: IAPR IEEE International Joint Conference on Biometrics, Washington DC, 2011 |
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| Continuous Speech Recognition using Boosted Binary Features, , and , Idiap-RR-35-2011 |
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| BOOSTED BINARY FEATURES FOR NOISE-ROBUST SPEAKER VERIFICATION, , and , in: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, Texas, 2010 |
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