Title :
Dynamic programming optimisation for on-line signature verification
Author :
Martens, Ronny ; Claesen, Luc
Author_Institution :
IMEC, Leuven, Belgium
Abstract :
We focus on the use of the dynamic time warping (DTW) technique in the signature verification area. The DTW algorithm originates from the field of speech recognition, where it is a highly appreciated component of speaker specific isolated word recognisers. A few years ago the DTW algorithm was successfully introduced in the area of online signature verification. The characteristics of speech recognition and signature verification are however rather different. Starting from these dissimilarities, our objective is to extract an alternative DTW approach that is better suited to the signature verification problem
Keywords :
dynamic programming; handwriting recognition; DTW algorithm; alternative DTW approach; dynamic programming optimisation; dynamic time warping technique; online signature verification; signature verification area; signature verification problem; Biometrics; Dynamic programming; Handwriting recognition; Man machine systems; Speech recognition; System testing; Timing;
Conference_Titel :
Document Analysis and Recognition, 1997., Proceedings of the Fourth International Conference on
Conference_Location :
Ulm
Print_ISBN :
0-8186-7898-4
DOI :
10.1109/ICDAR.1997.620587