Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
The FERET Evaluation Methodology for Face-Recognition Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
The NIST HumanID evaluation framework
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Optimization of Face Relevance Maps with Total Classification Error Minimization
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Facial Trait Code and Its Application to Face Recognition
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Analysis of a Plurality Voting-based Combination of Classifiers
Neural Processing Letters
Color face recognition for degraded face images
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Face recognition with biometric encryption for privacy-enhancing self-exclusion
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Face recognition based on 2D and 3D features
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Supervised relevance maps for increasing the distinctiveness of facial images
Pattern Recognition
False alarm rate: a critical performance measure for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Video quality for face detection, recognition, and tracking
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Technology evaluations on the TH-FACE recognition system
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Performance assessment of face recognition using super-resolution
Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop
Biometric Evaluation on the Cloud: A Case Study with HumanID Gait Challenge
UCC '12 Proceedings of the 2012 IEEE/ACM Fifth International Conference on Utility and Cloud Computing
Introduction to face recognition and evaluation of algorithm performance
Computational Statistics & Data Analysis
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We present the methodology and recognition performance characteristics used in the Face Recognition Vendor Test 2002. We refine the notion of a biometric imposter, and show that the traditional measures of identification and verification performance, are limiting cases of the open-universe watch list task. The watch list problem generalizes the tradeoff of detection and identification of persons of interest against a false alarm rate. In addition, we use performance scores on disjoint populations to establish a means of computing and displaying distribution-free estimates of the variation of verification vs. false alarm performance. Finally we formalize gallery normalization, which is an extension of previous evaluation methodologies; we define a pair of gallery dependent mappings that can be applied as a post recognition step to vectors of distance or similarity scores. All the methods are biometric non-specific, and applicable to large populations.