Flawless Fingerprint Matching Approach based on SVM Classifier
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
Elastic distortion of fingerprints is such of the major causes for false non-match. While this problem affects all fingerprint recognition applications, it is especially dangerous in negative recognition applications, such as watchlist and deduplication applications. In a well-known application, malicious users make out purposely distort their fingerprints to evade identification. In this paper, we proposed latter algorithms to regard and rectify skin distortion based on a single fingerprint image. Distortion detection is viewed as a two-class classification problem, for which the registered ridge orientation map and period map of a fingerprint are used as the feature vector and a SVM classifier is used to perform the classification task. Distortion rectification is viewed as a regression problem, to what place the input is a improper fingerprint and the product is the distortion field. To resolve this problem, a database of distinct distorted reference fingerprints and corresponding distortion fields is built in the offline stage, and earlier in the online turn, the nearest neighbor of the input fingerprint is found in the recommendation database and the corresponding distortion work is used to resolve the input fingerprint into a balanced one.
Authors and Affiliations
K. Amulya, V. Priyanka, Ch. Sudheer Kumar
Keywords
Related Articles
- EP ID EP23908
- DOI http://doi.org/10.22214/ijraset.2017.4202
- Views 259
- Downloads 10
Gesture Controlled Wheel-Chair:A Review
Robots of the future should communicate with human in natural way. Hence, we are especially interested in hand motion based gesture interface. The purpose of this study was to present the reliable means of human-compute...
Design of an Improve Cassava Peeling Machine
All the unit operations involved in the post-harvest processing of cassava such as grating, drying, milling, pressing, sieving, molding, extrusion and frying have been mechanized successfully. However, cassava peeling r...
Bio Mathematical Model to Find the Gallbladder Contraction Outcomes Using Normal Distribution
The cholecystokinin (CCK) is a 33 amino acid polypeptide. The C-terminal octapeptide fragment (OP-CCK) reproduces all the known biologic activities of the intact molecule. The purpose of this study was to determine the...
The Case Study of Swarm Intelligence Optimization Algorithm Performance
This paper was study in swarm intelligence optimization algorithm performance nature-inspired meta-heuristic algorithm, especially those based on swarm intelligence. Have attracted much attention in the algorithm Partic...
A Study on Employees’ Perception about Corporate Social Responsibility (CSR) in Nag Yang Shoes (P) Ltd
As globalization accelerates and large corporations serve as global providers, these corporations have progressively recognized the benefits of providing Corporate Social Responsibility (CSR) programs in their various l...