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Title: :  Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT
PaperId: :  3238
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 5 2016
DUI:    16.0415/IJARIIE-3238
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
N.premaCauvery College for Women

Abstract

Computer Engineering
Fingerprint Adjustment Distortion Detection Based on Special Hardware Distortion Rectification Based on Finger-Specific Statistics Discrete Wavelet Transformation:
Elastic distortion of fingerprints is the chief causes for fake mismatch. As this reason disturbs all fingerprint detection applications, it is particularly risk in negative identification applications, such as watch list and deduplication applications. In such applications, cruel persons may deliberately distort their fingerprints to hide recognition. In this paper, we recommended novel algorithms to identify and correct skin distortion based on a single fingerprint image. Distortion detection is demonstrated as a two-class classification problem, for which the registered ridge orientation map and period map of a fingerprint are helpful as the feature vector and a SVM classifier is educated to act the classification task. Distortion rectification (or equivalently distortion field estimation) is analyzed as a regression difficulty, where the input is a distorted fingerprint and the output is the distortion field. To simplify this problem, a database (called reference database) of various distorted reference fingerprints and matching distortion fields is built in the offline stage, and then in the online stage, the closest neighbor of the input fingerprint is planned in the reference database and the equivalent distortion field is used to change (Convert) the input fingerprint into a normal fingerprints. Capable results have been achieved on three databases having many distorted fingerprints, namely NIST SD27 latent fingerprint database, Tsinghua Distorted Fingerprint database, FVC2004 DB1.

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IJARIIE N.prema. "Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 5 2016 Page 1446-1450
MLA N.prema. "Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT." International Journal Of Advance Research And Innovative Ideas In Education 2.5(2016) : 1446-1450.
APA N.prema. (2016). Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT. International Journal Of Advance Research And Innovative Ideas In Education, 2(5), 1446-1450.
Chicago N.prema. "Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 5 (2016) : 1446-1450.
Oxford N.prema. 'Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, 2016, p. 1446-1450. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Fingerprint_Image_Quality_Estimation_to_Improve_the_Identification_Performance_using_DWT_ijariie3238.pdf (Accessed : ).
Harvard N.prema. (2016) 'Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT', International Journal Of Advance Research And Innovative Ideas In Education, 2(5), pp. 1446-1450IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Fingerprint_Image_Quality_Estimation_to_Improve_the_Identification_Performance_using_DWT_ijariie3238.pdf (Accessed : )
IEEE N.prema, "Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, pp. 1446-1450, Sep-Oct 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Fingerprint_Image_Quality_Estimation_to_Improve_the_Identification_Performance_using_DWT_ijariie3238.pdf [Accessed : ].
Turabian N.prema. "Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 5 ().
Vancouver N.prema. Fingerprint Image-Quality Estimation to Improve the Identification Performance using DWT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(5) : 1446-1450. Available from: http://ijariie.com/AdminUploadPdf/Fingerprint_Image_Quality_Estimation_to_Improve_the_Identification_Performance_using_DWT_ijariie3238.pdf
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