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Title: :  High level authentication system using palm vein based on deep neural network
PaperId: :  9793
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-9793
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M.Prakash RajanPrince Shri Venkateshwaea Padmavathy Engineering College
P.AshokPrince Shri Venkateshwaea Padmavathy Engineering College
S.B.VeeraraghavanPrince Shri Venkateshwaea Padmavathy Engineering College

Abstract

Electronics and communication engineering
Palm print, Preprocessing, Feature analysis, Biometric, Ordinal features, Margin principle
Palm print provides a reliable source of information for automatic personal identification and has wide and important applications. This paper mainly focuses on feature analysis of palm print biometrics. And the details of palm print image preprocessing can be found in the existing publications. For palm print images, the gaps between neighboring fingers can be used as the landmark points for correction of the rotation and scale changes of palm print images and then the central region can be cropped as the input of feature analysis. The basic idea of the proposed feature selection method is to find a sparse representation of ordinal features on the condition of large margin principle. On one hand, the intra and inter-class biometric matching results are expected to be well separated with a large margin. On the other hand, the number of selected ordinal features should be much smaller than the large number of candidates.

Citations

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IJARIIE M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. "High level authentication system using palm vein based on deep neural network" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 1110-1118
MLA M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. "High level authentication system using palm vein based on deep neural network." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 1110-1118.
APA M.Prakash Rajan, P.Ashok, & S.B.Veeraraghavan. (2019). High level authentication system using palm vein based on deep neural network. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 1110-1118.
Chicago M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. "High level authentication system using palm vein based on deep neural network." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 1110-1118.
Oxford M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. 'High level authentication system using palm vein based on deep neural network', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 1110-1118. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/High_level_authentication_system_using_palm_vein_based_on_deep_neural_network_ijariie9793.pdf (Accessed : ).
Harvard M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. (2019) 'High level authentication system using palm vein based on deep neural network', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 1110-1118IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/High_level_authentication_system_using_palm_vein_based_on_deep_neural_network_ijariie9793.pdf (Accessed : )
IEEE M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan, "High level authentication system using palm vein based on deep neural network," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 1110-1118, Mar-App 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/High_level_authentication_system_using_palm_vein_based_on_deep_neural_network_ijariie9793.pdf [Accessed : ].
Turabian M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. "High level authentication system using palm vein based on deep neural network." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 ().
Vancouver M.Prakash Rajan, P.Ashok, and S.B.Veeraraghavan. High level authentication system using palm vein based on deep neural network. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(2) : 1110-1118. Available from: http://ijariie.com/AdminUploadPdf/High_level_authentication_system_using_palm_vein_based_on_deep_neural_network_ijariie9793.pdf
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