IEEE Transactions on Pattern Analysis and Machine Intelligence
The Random Subspace Method for Constructing Decision Forests
IEEE Transactions on Pattern Analysis and Machine Intelligence
CCS '99 Proceedings of the 6th ACM conference on Computer and communications security
Biometric Hash based on Statistical Features of Online Signatures
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Enhancing security and privacy in biometrics-based authentication systems
IBM Systems Journal - End-to-end security
Recent Advancements in Automatic Signature Verification
IWFHR '04 Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition
Designs, Codes and Cryptography
Identity authentication using improved online signature verification method
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
An improved BioHashing for human authentication
Pattern Recognition
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 200. on IEEE International Conference - Volume 02
Generating Cancelable Fingerprint Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Off-line signature verification using DTW
Pattern Recognition Letters
A novel local on-line signature verification system
Pattern Recognition Letters
EURASIP Journal on Advances in Signal Processing
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
AUC: a better measure than accuracy in comparing learning algorithms
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Complete signal modeling and score normalization for function-based dynamic signature verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Handbook of Multibiometrics
Generation of replaceable cryptographic keys from dynamic handwritten signatures
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
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
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
Protecting Biometric Templates With Sketch: Theory and Practice
IEEE Transactions on Information Forensics and Security - Part 2
Target dependent score normalization techniques and their application to signature verification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Automatic Signature Verification: The State of the Art
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
On Using the Viterbi Path Along With HMM Likelihood Information for Online Signature Verification
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Rough set approach to online signature identification
Digital Signal Processing
On-line signature verification based on modified dynamic time warping and wavelet sub-band coding
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Online signature verification method based on the acceleration signals of handwriting samples
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Gait verification using knee acceleration signals
Expert Systems with Applications: An International Journal
Dynamic signature recognition based on modified windows technique
CISIM'12 Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management
Investigating fusion approaches in multi-biometric cancellable recognition
Expert Systems with Applications: An International Journal
On-line signature verification using vertical signature partitioning
Expert Systems with Applications: An International Journal
| Hi-index | 12.06 |
In this work an on-line signature authentication system based on an ensemble of local, regional, and global matchers is presented. Specifically, the following matching approaches are taken into account: the fusion of two local methods employing Dynamic Time Warping, a Hidden Markov Model based approach where each signature is described by means of its regional properties, and a Linear Programming Descriptor classifier trained by global features. Moreover, a template protection scheme employing the BioHashing and the BioConvolving approaches, two well known template protection techniques for biometric recognition, is discussed. The reported experimental results, evaluated on the public MCYT signature database, show that our best ensemble obtains an impressive Equal Error Rate of 3%, when only five genuine signatures are acquired for each user during enrollment. Moreover, when the proposed protected system is taken into account, the Equal Error Rate achieved in the worst case scenario, that is,when an ''impostor'' is able to steal the hash keys, is equal to 4.51%, whereas an Equal Error Rate ~0 can be obtained when nobody steals the hash keys.