Feature-level fusion of fingerprint and online signature for multimodal biometrics

作者: Mehwish Leghari , Shahzad Memon , Asghar Ali Chandio

DOI: 10.1109/ICOMET.2018.8346358

关键词:

摘要: Multimodal biometrie systems have received greater attention from the research community since few decades due to various reasons such as: increase accuracy and efficiency as compared a single biometric system, decrease error rate or false acceptance improve security of data. In this research, preliminary idea has been discussed for fusion fingerprint online signature make data safe theft misuse. The proposed multimodal system will combine features both signature, which are most widely used physiological behavioral traits.

参考文章(14)
Ali Ismail Awad, None, Machine Learning Techniques for Fingerprint Identification: A Short Review International Conference on Advanced Machine Learning Technologies and Applications. pp. 524- 531 ,(2012) , 10.1007/978-3-642-35326-0_52
Gaurav Goswami, Paritosh Mittal, Angshul Majumdar, Mayank Vatsa, Richa Singh, Group sparse representation based classification for multi-feature multimodal biometrics Information Fusion. ,vol. 32, pp. 3- 12 ,(2016) , 10.1016/J.INFFUS.2015.06.007
Suryanti Awang, Rubiyah Yusof, Mohamad Fairol Zamzuri, Reza Arfa, None, Feature Level Fusion of Face and Signature Using a Modified Feature Selection Technique signal-image technology and internet-based systems. pp. 706- 713 ,(2013) , 10.1109/SITIS.2013.115
Mariano Lopez-Garcia, Rafael Ramos-Lara, Oscar Miguel-Hurtado, Enrique Canto-Navarro, Embedded System for Biometric Online Signature Verification IEEE Transactions on Industrial Informatics. ,vol. 10, pp. 491- 501 ,(2014) , 10.1109/TII.2013.2269031
Muhammad Imran Malik, Marcus Liwicki, Linda Alewijnse, Wataru Ohyama, Michael Blumenstein, Bryan Found, ICDAR 2013 Competitions on Signature Verification and Writer Identification for On- and Offline Skilled Forgeries (SigWiComp 2013) international conference on document analysis and recognition. pp. 1477- 1483 ,(2013) , 10.1109/ICDAR.2013.220
Xunqiang Tao, Xinjian Chen, Xin Yang, Jie Tian, None, Fingerprint Recognition with Identical Twin Fingerprints PLoS ONE. ,vol. 7, pp. e35704- ,(2012) , 10.1371/JOURNAL.PONE.0035704
Amit Deshmukh, Sheetal Pawar, Madhuri Joshi, Feature level fusion of face and fingerprint modalities using Gabor filter bank 2013 IEEE International Conference on Signal Processing, Computing and Control (ISPCC). pp. 1- 5 ,(2013) , 10.1109/ISPCC.2013.6663404
Abhishek Nagar, Karthik Nandakumar, Anil K. Jain, Multibiometric Cryptosystems Based on Feature-Level Fusion IEEE Transactions on Information Forensics and Security. ,vol. 7, pp. 255- 268 ,(2012) , 10.1109/TIFS.2011.2166545
Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mahmoud I Khalil, Mohamed N Moustafa, Hazem Abbas, Daigo Muramatsu, Berrin Yanikoglu, Alisher Kholmatov, Marcos Martinez-Diaz, Julian Fierrez, Javier Ortega-Garcia, J Roure Alcobe, Joan Fabregas, Marcos Faundez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual, None, BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures Pattern Recognition. ,vol. 45, pp. 993- 1003 ,(2012) , 10.1016/J.PATCOG.2011.08.008
G.V. Kiran, R.S.R. Kunte, S. Samuel, On-line signature verification system using probabilistic feature modelling information sciences signal processing and their applications. ,vol. 1, pp. 355- 358 ,(2001) , 10.1109/ISSPA.2001.949851