Keywords:
- automatic eye detectors
- average face
- bias
- Biometrics
- C++
- calibration
- calibration performance evaluation
- calibration performance metric
- caricature
- categorical calibration
- commercial face recognition systems
- Computer Vision
- Computer-aided diagnosis
- Disparity correction
- error characteristics
- eye detection
- eye localization errors
- eye location ambiguity
- face normalization
- Face Recognition
- face recognition algorithms
- face recognition performance
- face recognition system
- facial feature alignment
- forensic face recognition
- Gabor graph
- Gabor phase
- Gabor wavelets
- Inter-session Variability Modelling
- Interpretability
- Label balancing
- likelihood ratio
- likelihood ratio interpretation
- linear score transformation
- linear score transformation.
- linearly calibrated face recognition scores
- machine learning
- manual eye annotations
- mobile biometrics
- Open Source
- open source implementations
- pattern recognition
- python
- query phases
- reconstruction
- Reproducibility Criteria
- Reproducible research
- Saliency Mapping
- signal processing
- Software Frameworks
- speaker recognition field
- surveillance camera face databases
- syndrome classification
- tuberculosis
Publications of Manuel Günther
2024
Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability, , and , in: Proceedings of the 12th European Workshop on Visual Information Processing, 2024 |
|
Score Normalization for Demographic Fairness in Face Recognition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2024), 2024 |
|
2022
Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues, , , , , and , Idiap-RR-09-2022 |
[URL] |
2017
2D Face Recognition: An Experimental and Reproducible Research Survey, , and , Idiap-RR-13-2017 |
|
Continuously Reproducing Toolchains in Pattern Recognition and Machine Learning Experiments, , , , , and , in: Thirty-fourth International Conference on Machine Learning, Sidney, Australia, 2017 |
[URL] |
2016
Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey, , and , in: Face Recognition Across the Imaging Spectrum, Springer, 2016 |
|
2015
Gender Classification by LUT based boosting of Overlapping Block Patterns, , and , in: Scandinavian Conference on Image Analysis, pages 530-542, Springer International Publishing, 2015 |
[DOI] [URL] |
Impact of Eye Detection Error on Face Recognition Performance, , , , , and , in: IET Biometrics, 2015 |
[URL] |
Reconstruction of Images from Gabor Graphs with Applications in Facial Image Processing, , , and , in: Journal of Wavelets, Multiresolution and Information Processing, 13(4):25, 2015 |
[DOI] |
2014
Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , in: Image and Vision Computing:1147-1160, 2014 |
[DOI] [URL] |
Score Calibration in Face Recognition, , , , , and , Idiap-RR-01-2014 |
|
Score Calibration in Face Recognition, , , , , and , in: IET Biometrics:1-11, 2014
|
[DOI] [URL] |
2013
Bi-Modal Biometric Authentication on Mobile Phones in Challenging Conditions, , , , and , Idiap-RR-30-2013 |
|
On the Improvements of Uni-modal and Bi-modal Fusions of Speaker and Face Recognition for Mobile Biometrics, , , and , Idiap-RR-35-2013 |
|
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 |
|
The 2013 Face Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , and , Idiap-RR-36-2013 |
|
The 2013 Face Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: The 6th IAPR International Conference on Biometrics, 2013 |
|
The 2013 Speaker Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , Idiap-RR-32-2013 |
|
The 2013 Speaker Recognition Evaluation in Mobile Environment, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: The 6th IAPR International Conference on Biometrics, 2013 |
|
2012
An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms, , and , Idiap-RR-29-2012 |
|
An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms, , and , in: Computer Vision - ECCV 2012. Workshops and Demonstrations, Idiap Research Institute, Heidelberg, pages 547-556, Springer Berlin, 2012 |
[DOI] [URL] |
Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , Idiap-RR-25-2012 |
|
Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , in: Proceedings of the ACM Multimedia Conference, 2012 |
[URL] |
Face Recognition with Disparity Corrected Gabor Phase Differences, , and , in: Artificial Neural Networks and Machine Learning, Heidelberg, pages 411-418, Springer Berlin, 2012 |
[DOI] |