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
2014
| Evaluation Methodologies, , and , in: Handbook of Biometric Antispoofing, Springer, 2014 |
| Face Anti-spoofing: Visual Approach, , , , and , in: Handbook of Biometric Anti-Spoofing, pages 65-82, Springer-Verlag, 2014 |
[DOI] |
| Face liveness detection using dynamic texture, , , , , , and , in: EURASIP Journal on Image and Video Processing, 2, 2014 |
[DOI] [URL] |
| Hierarchical speaker clustering methods for the NIST i-vector Challenge, , , and , in: Odyssey: The Speaker and Language Recognition Workshop, 2014 |
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| Introducing I-Vectors for Joint Anti-spoofing and Speaker Verification, , , , and , in: The 15th Annual Conference of the International Speech Communication Association, 2014 |
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| On the Vulnerability of Finger Vein Recognition to Spoofing, , and , in: IEEE International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germay, pages 1 - 10, IEEE, 2014 |
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| Scalable Probabilistic Models: Applied to Face Identification in the Wild, and , in: 8th European Biometrics Research and Industry Awards, European Association for Biometrics, Darmstadt, Germany, 2014 |
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| Score Calibration in Face Recognition, , , , , and , Idiap-RR-01-2014 |
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Score Calibration in Face Recognition, , , , , and , in: IET Biometrics:1-11, 2014
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[DOI] [URL] |
| SPEAR: An open source toolbox for speaker recognition based on Bob, , and , in: Proceedings of the 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1655 - 1659, 2014 |
[DOI] [URL] |
| Spoofing Face Recognition with 3D Masks, and , in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY:1084-1097, 2014 |
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| SWISS FRENCH REGIONAL ACCENT IDENTIFICATION, , , , , and , in: Odyssey: The Speaker and Language Recognition Workshop, 2014 |
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| Within- and Cross- Database Evaluations for Gender Classification via BeFIT Protocols, , and , in: International Workshop on Multimedia Signal Processing, pages 1-6, 2014 |
[DOI] [URL] |
2013
| A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition, , , and , Idiap-RR-07-2013 |
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| A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(7):1788-1794, 2013 |
[DOI] [URL] |
| Anti-spoofing in action: joint operation with a verification system, , and , Idiap-RR-19-2013 |
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| Anti-spoofing in action: joint operation with a verification system, , and , in: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Biometrics, Portland, Oregon, 2013 |
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| Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , Idiap-RR-30-2013 |
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| Can face anti-spoofing countermeasures work in a real world scenario?, , , and , in: International Conference on Biometrics, Madrid, Spain, 2013 |
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| Complementary Countermeasures for Detecting Scenic Face Spoofing Attacks, , , , and , in: International Conference on Biometrics, Madrid, Spain, 2013 |
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| I4U Submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Idiap-RR-34-2013 |
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| I4U Submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: INTERSPEECH, Lyon, France, 2013 |
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| Motion-Based Counter-Measures to Photo Attacks in Face Recognition, , and , in: Institution of Engineering and Technology Journal on Biometrics, 2013 |
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| On the Improvements of Uni-modal and Bi-modal Fusions of Speaker and Face Recognition for Mobile Biometrics, , , and , Idiap-RR-35-2013 |
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| On the Improvements of Uni-modal and Bi-modal Fusions of Speaker and Face Recognition for Mobile Biometrics, , , and , in: Biometric Technologies in Forensic Science, Nijmegen, The Netherlands, 2013 |
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| Session Variability Modelling for Face Authentication, , , , and , Idiap-RR-17-2013 |
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| Session variability modelling for face authentication, , , , and , in: IET Biometrics, 2(3):117-129, 2013 |
[DOI] |