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
Establishment of Regenerative Callus, Cell Suspension System and Molecular Characterization of Stevia Rebaudiana Bertoni for the Production of Stevioside in In Vitro
An efficient and standardized medium for callus induction was developed using leaf explants cultured on MS medium supplemented with 1.0mgl-1 1-Naphthaleneacetic acid (NAA) and 1.0 mgl-1 2,4-dichlorophenoxyacetic acid (2...
Digital Image Processing and its applications
In this paper, an application of digital image processing and analysis techniques has been discussed, which can be useful in many fields like signature recognition, face recognition, in automobile detection and in milit...
A Study of Various Algorithms Used for Analyzing Eavesdropping Attack in Industrial Wireless Sensor Network
In industrial applications, the real time communications among the spatially distributed sensors should satisfy reliability requirements and strict security. Most of the industries use wireless networks for communicatin...
FEA Study of Pre-Fill Valve
Pre-fill valve is Pilot-operated check valve which is designed to permit free flow in one direction and to block return flow, unless pilot pressure is applied. However, under pilot pressure, flow is permitted in both di...
Performance evolution of turbo coded MIMO-WiMAX system over different channels and different modulation
The wireless communication is highly affected with the channel behavior. The uses of Multiple-Input MultipleOutput system and FEC code are most common in wireless standard for provide the fast and reliable communication....