Keywords:
- 2-D Face
- 2D attacks
- 2D Face Authentication
- 3D Face
- 3D Face Localisation
- 3D face recognition
- 3D Masks
- 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 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
- 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
- Illumination Invariance
- Image analysis
- image forensics
- inconsistencies detection
- information fusion
- Integer Based Arithmetic
- Inter-session Variability Modelling
- iphoto
- 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
- 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
- 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
- person recognition
- Phoneme recognition
- photometric stereo
- picasa
- pittpatt
- PLDA
- pose estimation
- presentation attack
- Presentation Attack Detection
- presentation attacks
- pretraining
- Probablistic Model
- pruning
- python
- query phases
- raw waveforms
- 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
- 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 segmentation
- verification
- VGG-Face
- Video tampering
- Vital signs monitoring
- voice biometrics
- vulnerability
- Vulnerability Analysis
- vulnerability evaluation
- web- biometrics
- Wrist biometrics
- wrist vein recognition
- XCSMAD
Publications of Sébastien Marcel
2018
| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CANADA, pages 4884-4888, 2018 |
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| Towards Quantifying the Entropy of Fingervein Patterns across Different Feature Extractors, and , in: 2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis (ISBA), 2018 |
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2017
| 2D Face Recognition: An Experimental and Reproducible Research Survey, , and , Idiap-RR-13-2017 |
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| A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios, , , , , , , , , and , in: Proceedings of the International Joint Conference on Biometrics, 2017, 2017 |
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| A reproducible study on remote heart rate measurement, , and , in: arXiv, 2017 |
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| BEAT: An Open-Science Web Platform, , and , in: Thirty-fourth International Conference on Machine Learning, Sydney, Australia, 2017 |
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| BEAT: An Open-Source Web-Based Open-Science Platform, , and , Idiap-RR-14-2017 |
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| Biometrics: In Search of Identity and Security (Q & A), , , , , and , in: IEEE MultiMedia, PP, 2017 |
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| Bob Speaks Kaldi, , , , and , in: Proc. of Interspeech, 2017 |
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| Continuously Reproducing Toolchains in Pattern Recognition and Machine Learning Experiments, , , , , and , in: Thirty-fourth International Conference on Machine Learning, Sidney, Australia, 2017 |
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| Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition., , , , , , , , , , , , , and , in: IEEE/IAPR International Joint Conference on Biometrics, Denver, Colorado, USA, IEEE, 2017 |
| Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, , and , in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017 |
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| End-to-End Convolutional Neural Network-based Voice Presentation Attack Detection, , and , in: International Joint Conference on Biometrics, Denver, Colorado, USA, 2017 |
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| Impact of score fusion on voice biometrics and presentation attack detection in cross-database evaluations, and , in: IEEE Journal of Selected Topics in Signal Processing, 11(4):695 - 705, 2017 |
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| Long Term Spectral Statistics for Voice Presentation Attack Detection, , , and , Idiap-RR-11-2017 |
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| Long-Term Spectral Statistics for Voice Presentation Attack Detection, , , and , in: IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(11):2098-2111, 2017 |
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| On the Generalization of Fused Systems in Voice Presentation Attack Detection, , , , and , in: 16th International Conference of the Biometrics Special Interest Group, 2017 |
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| Presentation attack detection in voice biometrics, and , in: User-Centric Privacy and Security in Biometrics, The Institution of Engineering and Technology, 2017 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , Idiap-RR-30-2017 |
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| What you can't see can help you -- extended-range imaging for 3D-mask presentation attack detection, and , in: Proceedings of the 16th International Conference on Biometrics Special Interest Group., Darmstadt (Germany), Gesellschaft fuer Informatik e.V. (GI), 2017 |
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2016
| Cross-database evaluation of audio-based spoofing detection systems, and , Idiap-RR-23-2016 |
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| Cross-database evaluation of audio-based spoofing detection systems, and , in: Interspeech, San Francisco, USA, 2016 |
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| Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey, , and , in: Face Recognition Across the Imaging Spectrum, Springer, 2016 |
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| Face Recognition Systems Under Spoofing Attacks, , , and , in: Face Recognition Systems Under Spoofing Attacks, pages 165-194, Springer International Publishing, 2016 |
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| Heterogeneous Face Recognition using Inter-Session Variability Modelling, and , in: IEEE Computer Society Workshop on Biometrics, Las Vegas - USA, IEEE, 2016 |
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