Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Speaker verification using speaker- and test-dependent fast score normalization
Pattern Recognition Letters
HMM-based on-line signature verification: Feature extraction and signature modeling
Pattern Recognition Letters
A novel local on-line signature verification system
Pattern Recognition Letters
Over-complete feature generation and feature selection for biometry
Expert Systems with Applications: An International Journal
Ensemble of on-line signature matchers based on OverComplete feature generation
Expert Systems with Applications: An International Journal
Model-based signature verification with rotation invariant features
Pattern Recognition
Threshold Equalization for On-Line Signature Verification
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
On-line signature verification system with failure to enrol management
Pattern Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Expert Systems with Applications: An International Journal
Online signature verification using Fourier descriptors
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Adaptive client-impostor centric score normalization: a case study in fingerprint verification
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Visual-based online signature verification using features extracted from video
Journal of Network and Computer Applications
Digital Signal Processing
Proceedings of the 2nd Conference on Wireless Health
Speaker verification using adapted user-dependent multilevel fusion
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
An on-line signature verification system based on fusion of local and global information
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Sensor interoperability and fusion in signature verification: a case study using tablet PC
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Fusion of local and regional approaches for on-line signature verification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
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Score normalization methods in biometric verification, which encompass the more traditional user-dependent decision thresholding techniques, are reviewed from a test hypotheses point of view. These are classified into test dependent and target dependent methods. The focus of the paper is on target dependent score normalization techniques, which are further classified into impostor-centric, target-centric, and target-impostor methods. These are applied to an on-line signature verification system on signature data from the First International Signature Verification Competition (SVC 2004). In particular, a target-centric technique based on the cross-validation procedure provides the best relative performance improvement testing both with skilled (19%) and random forgeries (53%) as compared to the raw verification performance without score normalization (7.14% and 1.06% Equal Error Rate for skilled and random forgeries, respectively).