Fundamentals of speech recognition
Fundamentals of speech recognition
On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training Hidden Markov Models with Multiple Observations-A Combinatorial Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmenting Handwritten Signatures at Their Perceptually Important Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIBGRAPI '02 Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing
IWFHR '02 Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition (IWFHR'02)
Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries
ICDAR '01 Proceedings of the Sixth International Conference on Document Analysis and Recognition
A Hybrid On/Off Line Handwritten Signature Verification System
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
An introduction to kernel-based learning algorithms
IEEE Transactions on Neural Networks
A digital architecture for support vector machines: theory, algorithm, and FPGA implementation
IEEE Transactions on Neural Networks
Offline signature verification system based on the online data
EURASIP Journal on Advances in Signal Processing
Offline Signature Verification Using Local Interest Points and Descriptors
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Signature verification (SV) toolbox: Application of PSO-NN
Engineering Applications of Artificial Intelligence
Learning Local Correspondences for Static Signature Verification
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Off-line signature verification based on deformable grid partition and Hidden Markov models
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Off-line signature recognition using morphological pixel variance analysis
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Signature recognition using vector quantization
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Conic section function neural network circuitry for offline signature recognition
IEEE Transactions on Neural Networks
A hybrid ANN-based technique for signature verification
CI'10 Proceedings of the 4th WSEAS international conference on Computational intelligence
Off-line Signature Verification (SV) using the Chi-square statistics
International Journal of Biometrics
A writer-independent off-line signature verification system based on signature morphology
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
Handwritten signatures recognition using Liquid State Machine
International Journal of Biometrics
Signature classification using optimum contour
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Offline signature verification based on discrete cosine transform
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Offline signature verification based on statistical features
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Off-line signature verification systems: a survey
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
The use of static biometric signature data from public service forms
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Stability analysis of static signatures for automatic signature verification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Offline signature verification and identification by hybrid features and Support Vector Machine
International Journal of Artificial Intelligence and Soft Computing
Writer-independent off-line signature verification using surroundedness feature
Pattern Recognition Letters
Machine learning for signature verification
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Deep learning networks for off-line handwritten signature recognition
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
| Hi-index | 0.14 |
This paper presents a set of geometric signature features for offline automatic signature verification based on the description of the signature envelope and the interior stroke distribution in polar and Cartesian coordinates. The features have been calculated using 16 bits fixed-point arithmetic and tested with different classifiers, such as hidden Markov models, support vector machines, and Euclidean distance classifier. The experiments have shown promising results in the task of discriminating random and simple forgeries.