Keywords:
- automatic eye detectors
- Biometrics
- biometry
- bob
- C++
- commercial face recognition systems
- computer vision
- database
- error characteristics
- Expectation maximization
- eye detection
- eye localization errors
- eye location ambiguity
- face normalization
- Face Recognition
- face recognition algorithms
- face recognition performance
- face verification
- facial feature alignment
- Finger vein
- Gabor
- Gaussian Mixture Models (GMM)
- machine learning
- machine-learning software
- manual eye annotations
- Online Platform
- Open Source
- open source implementations
- pattern recognition
- PLDA
- Probablistic Model
- python
- query phases
- Reproducible research
- signal processing
- software
- Speaker identification
- speaker recognition
- toolbox
Publications of Laurent El Shafey
2017
2D Face Recognition: An Experimental and Reproducible Research Survey, , and , Idiap-RR-13-2017 |
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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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2016
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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2015
Impact of Eye Detection Error on Face Recognition Performance, , , , , and , in: IET Biometrics, 2015 |
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2014
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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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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Hierarchical speaker clustering methods for the NIST i-vector Challenge, , , and , in: Odyssey: The Speaker and Language Recognition Workshop, 2014 |
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Scalable Probabilistic Models for Face and Speaker Recognition, , École Polytechnique Fédérale de Lausanne (EPFL), 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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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 |
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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 |
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Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , Idiap-RR-30-2013 |
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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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Notes on Probabilistic Linear Discriminant Analysis, and , Idiap-Com-03-2013 |
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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 |
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The 2013 Speaker Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Idiap-RR-32-2013 |
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The 2013 Speaker Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: The 6th IAPR International Conference on Biometrics, 2013 |
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2012
Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling, , , , and , Idiap-RR-18-2012 |
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Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling, , , , and , in: Proceedings of the 21st International Conference on Pattern Recognition, 2012 |
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Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , Idiap-RR-25-2012 |
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Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , in: Proceedings of the ACM Multimedia Conference, 2012 |
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Face Verification using Gabor Filtering and Adapted Gaussian Mixture Models, , and , in: Proceedings of the 11th International Conference of the Biometrics Special Interest Group, Darmstadt, Germany, pages 397-408, GI-Edition, 2012 |
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The I4U Submission to the 2012 NIST Speaker Recognition Evaluation, , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: NIST Speaker Recognition Conference, 2012 |
The Idiap Speaker Recognition Evaluation System at NIST SRE 2012, , and , in: NIST Speaker Recognition Conference, NIST, Orlando, USA, 2012 |
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2011
Face Verification using Gabor Filtering and Adapted Gaussian Mixture Models, , and , Idiap-RR-37-2011 |
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