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
- 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
- Image-to-Image Translation
- inconsistencies detection
- information fusion
- 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
- 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
- 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 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
2017
| 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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| Joint Operation of Voice Biometrics and Presentation Attack Detection, and , Idiap-RR-25-2016 |
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| Joint Operation of Voice Biometrics and Presentation Attack Detection, and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, 2016 |
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| Keystroke Biometrics Ongoing Competition, , , , , , , and , in: IEEE Access, 4:7736-7746, 2016 |
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| Overview of BTAS 2016 Speaker Anti-spoofing Competition, , , , , , , , , , , , , , , and , Idiap-RR-24-2016 |
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| Overview of BTAS 2016 Speaker Anti-spoofing Competition, , , , , , , , , , , , , , , and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, 2016 |
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| Presentation Attack Detection Using Long-Term Spectral Statistics for Trustworthy Speaker Verification, , and , in: International Conference of the Biometrics Special Interest Group (BIOSIG), 2016 |
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| The REPLAY-MOBILE Face Presentation-Attack Database, , , and , in: Proceedings of the International Conference on Biometrics Special Interests Group, 2016 |
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2015
| Biometrics systems under spoofing attack: an evaluation methodology and lessons learned, , , and , in: IEEE Signal Processing Magazine, 2015 |
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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 |
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| Gender Classification by LUT based boosting of Overlapping Block Patterns, , and , in: Scandinavian Conference on Image Analysis, pages 530-542, Springer International Publishing, 2015 |
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| Impact of Eye Detection Error on Face Recognition Performance, , , , , and , in: IET Biometrics, 2015 |
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| Joint Speaker Verification and Anti-Spoofing in the i-Vector Space, , , , and , in: IEEE Transactions on Information Forensics and Security, 10(4):821-832, 2015 |
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| On the Vulnerability of Palm Vein Recognition to Spoofing Attacks, and , in: The 8th IAPR International Conference on Biometrics (ICB), pages 319 - 325, 2015 |
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| On the Vulnerability of Speaker Verification to Realistic Voice Spoofing, , , and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-8, IEEE, 2015 |
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| Palm Vein Database and Experimental Framework for Reproducible Research, and , in: IEEE International Conference of the Biometrics Special Interest Group, pages 1-7, 2015 |
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| Periocular Biometrics in Mobile Environment, and , in: IEEE Seventh International Conference on Biometrics: Theory, Applications and Systems, Arlington, USA, pages 1-7, IEEE, 2015 |
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| The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks, , , , , , , , , and , in: The 8th IAPR International Conference on Biometrics (ICB), pages 513 - 518, 2015 |
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2014
| Anti-spoofing: Evaluation Methodologies, , and , in: Encyclopedia of Biometrics, Springer US, 2014 |
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| Anti-Spoofing: Face Databases, , and , in: Encyclopedia of Biometrics, Springer US, 2014 |
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| Audio-Visual Gender Recognition in Uncontrolled Environment Using Variability Modeling Techniques, , and , in: International Joint Conference on Biometrics, Clearwater, Florida, USA, pages 1 - 8, IEEE, 2014 |
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| Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , in: Image and Vision Computing:1147-1160, 2014 |
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| Biometrics Evaluation under Spoofing Attacks, , and , Idiap-RR-12-2014 |
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| Biometrics Evaluation Under Spoofing Attacks, , and , in: IEEE Transactions on Information Forensics and Security, 9(12):2264-2276, 2014 |
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| Cross-Database Evaluation With an Open Finger Vein Sensor, , , and , in: IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BioMS), Rome, Italy, pages 30-35, IEEE, 2014 |
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| Evaluation Databases, , , and , in: Handbook of Biometric Anti-Spoofing, pages 247-278, Springer-Verlag, 2014 |
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| 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 |
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