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Title: :  Detection and Rectification of Distorted Fingerprints
PaperId: :  C-1556
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 5 2017
DUI:    16.0415/IJARIIE-C-1556
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Auther NameAuther Institute
Abhishek Ganapati HegdeSJB Institute of Technology
Akhil ASJB Institute of Technology
Chandan RSJB Institute of Technology
Harsha Prajwal PSJB Institute of Technology
Ramya B KSJB Institute of Technology

Abstract

Information Science and Engineering
------
The major problem with all fingerprint recognition system is elastic distortion. It is very dangerous in negative recognistion applications, such as deduplication applications. So more importance should be given in negative recognition application. In this paper, we suggested novel algorithms to detect and rectify skin distortion based on a single fingerprint image. Distortion detection is displayed as a two-class categorization problem, for which the registered ridge orientation map and period map of a fingerprint are beneficial as the feature vector and a SVM classifier is trained to act the classification task. Equivalently distortion field estimation is viewed as a regression complication, where the input is a distorted fingerprint and the output is the distortion field. To solve this issue, reference database of various distorted reference fingerprints and corresponding distortion fields is built in the offline stage, and then in the online stage, the closest neighbor of the input fingerprint is organized in the reference database and the corresponding distortion field is used to transform the input fingerprint into a normal fingerprints. Promising results have been obtained on three databases having many distorted fingerprints, namely FVC2004 DB1.

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IJARIIE Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. "Detection and Rectification of Distorted Fingerprints" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 5 2017 Page 79-83
MLA Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. "Detection and Rectification of Distorted Fingerprints." International Journal Of Advance Research And Innovative Ideas In Education 2.5(2017) : 79-83.
APA Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, & Ramya B K. (2017). Detection and Rectification of Distorted Fingerprints. International Journal Of Advance Research And Innovative Ideas In Education, 2(5), 79-83.
Chicago Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. "Detection and Rectification of Distorted Fingerprints." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 5 (2017) : 79-83.
Oxford Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. 'Detection and Rectification of Distorted Fingerprints', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, 2017, p. 79-83. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Detection_and_Rectification_of_Distorted_Fingerprints_1556.pdf (Accessed : ).
Harvard Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. (2017) 'Detection and Rectification of Distorted Fingerprints', International Journal Of Advance Research And Innovative Ideas In Education, 2(5), pp. 79-83IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Detection_and_Rectification_of_Distorted_Fingerprints_1556.pdf (Accessed : )
IEEE Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K, "Detection and Rectification of Distorted Fingerprints," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 5, pp. 79-83, 5 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/Detection_and_Rectification_of_Distorted_Fingerprints_1556.pdf [Accessed : ].
Turabian Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. "Detection and Rectification of Distorted Fingerprints." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 5 ().
Vancouver Abhishek Ganapati Hegde, Akhil A, Chandan R, Harsha Prajwal P, and Ramya B K. Detection and Rectification of Distorted Fingerprints. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 2(5) : 79-83. Available from: https://ijariie.com/AdminUploadPdf/Detection_and_Rectification_of_Distorted_Fingerprints_1556.pdf
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