Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.11779/1570
Title: | Impact of hardware sources on feature selection for online signature verification | Other Titles: | Çevrimde imza doğrulama için öznitelik seçiminde donanımın etkisi | Authors: | Orak, Remzi Ayhan, Tuba |
Keywords: | Field programmable gate arrays Handwriting recognition Table lookup Feature extraction Time series analysis Static VAr compensators Neural networks Çevirimde imza doğrulama Dinamik zaman bükmesi FPGA Öznitelik seçme Gömülü sistem tasarımı |
Publisher: | IEEE | Source: | R. Orak and T. Ayhan, (5-7 Oct. 2020). Impact of Hardware Sources on Feature Selection for Online Signature Verification, 2020 28th Signal Processing and Communications Applications Conference (SIU), pp. 1-4, doi: 10.1109/SIU49456.2020.9302136. | Abstract: | This work analyzes time series features gathered from a touchpad which is a part of online signature verification system. A DTW processing unit is implemented on FPGA to be used in time series analysis. To support different feature groups, this unit can be reconfigured without altering the memory structure. By using this reconfigurable unit, features are evaluated according to the area cost that they introduce. Moreover, a method to predict the value of features for classification is introduced. This way, minimum requirements to implement an online signature verification system on FPGA are partially obtained. | URI: | https://hdl.handle.net/20.500.11779/1570 https://doi.org/10.1109/SIU49456.2020.9302136 |
ISBN: | 9781728172064 | ISSN: | 2165-0608 |
Appears in Collections: | Elektrik Elektronik Mühendisliği Bölümü koleksiyonu Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
Files in This Item:
File | Description | Size | Format | |
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Impact_of_Hardware_Sources_on_Feature_Selection_for_Online_Signature_Verification.pdf Until 2040-01-01 | Proceedings Paper | 1.1 MB | Adobe PDF | View/Open Request a copy |
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