Title :
Analysis of Stability in Static Signatures Using Cosine Similarity
Author :
Impedovo, D. ; Pirlo, G. ; Sarcinella, L. ; Stasolla, E. ; Trullo, C.A.
Author_Institution :
Dipt. di Inf., Univ. degli Studi di Bari A. Moro, Bari, Italy
Abstract :
This paper presents a new technique for the analysis of stability in static signature images. The technique uses an equimass segmentation approach to non-uniformly split signatures into a standard number of regions. Successively, a multiple matching technique is adopted to estimate stability of each region, based on cosine similarity. The GPDS database has been considered for the experimental test. The results demonstrate the validity of the novel approach and highlight some directions for further research.
Keywords :
estimation theory; handwriting recognition; image matching; image segmentation; stability; GPDS database; cosine similarity; equimass segmentation approach; multiple matching technique; nonuniformly split signatures; stability analysis; stability estimation; static signature images; static signatures; Conferences; Databases; Feature extraction; Handwriting recognition; Image segmentation; Stability criteria; Cosine Similarity; Equimass segmentation; Local Stability; Static Signature;
Conference_Titel :
Frontiers in Handwriting Recognition (ICFHR), 2012 International Conference on
Conference_Location :
Bari
Print_ISBN :
978-1-4673-2262-1
DOI :
10.1109/ICFHR.2012.180