Back to Search
Start Over
Offline geometric parameters for automatic signature verification using fixed-point arithmetic.
- Source :
-
IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2005 Jun; Vol. 27 (6), pp. 993-7. - Publication Year :
- 2005
-
Abstract
- 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.
- Subjects :
- Computer Graphics
Image Enhancement methods
Numerical Analysis, Computer-Assisted
Reading
Reproducibility of Results
Sensitivity and Specificity
Signal Processing, Computer-Assisted
Subtraction Technique
User-Computer Interface
Algorithms
Artificial Intelligence
Electronic Data Processing methods
Handwriting
Image Interpretation, Computer-Assisted methods
Information Storage and Retrieval methods
Pattern Recognition, Automated methods
Subjects
Details
- Language :
- English
- ISSN :
- 0162-8828
- Volume :
- 27
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- IEEE transactions on pattern analysis and machine intelligence
- Publication Type :
- Academic Journal
- Accession number :
- 15943430
- Full Text :
- https://doi.org/10.1109/TPAMI.2005.125