DocumentCode :
2371522
Title :
Effects of Time Normalization on the Accuracy of Dynamic Time Warping
Author :
Henniger, Olaf ; Müller, Sascha
Author_Institution :
Fraun-hofer Inst. for Secure Inf. Technol., Darmstadt
fYear :
2007
fDate :
27-29 Sept. 2007
Firstpage :
1
Lastpage :
6
Abstract :
This paper revisits dynamic time warping, a method for assessing the dissimilarity of time series. In particular, this paper provides theoretical and experimental evidence showing that uncritical normalizing the length of the time series to be compared has a detrimental effect on the recognition accuracy in application domains such as on-line signature recognition, where the length of compared time series matters for their classification as match or non-match.
Keywords :
handwriting recognition; image classification; image matching; time series; classification; dynamic time warping; online signature recognition; recognition accuracy; time normalization; time series; Biometrics; Data mining; Databases; Encoding; Graphics; Handwriting recognition; Information retrieval; Speech recognition; Text mining; Text recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biometrics: Theory, Applications, and Systems, 2007. BTAS 2007. First IEEE International Conference on
Conference_Location :
Crystal City, VA
Print_ISBN :
978-1-4244-1597-7
Electronic_ISBN :
978-1-4244-1597-7
Type :
conf
DOI :
10.1109/BTAS.2007.4401946
Filename :
4401946
Link To Document :
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