Palmprint Recognition in Eigen-space
Journal Title: International Journal on Computer Science and Engineering - Year 2012, Vol 4, Issue 5
Abstract
This paper proposes a novel technique for palmprint recognition in context to biometric identification of a person. Palmprints are images of the inner portion of a person’s palm and consist of a complex pattern of randomly oriented curves and lines. This random pattern can provide a unique identifier of a person if a mathematical model can be built to represent and compare it. In this paper the palmprint images are mapped to Eigen-space and a robust code signature is generated from different camera snapshots of the same palm to incorporate tonal and lighting variations. To enable real-time identification, the signature is represented by a low dimensional feature vector to reduce computational overheads. It is observed to produce high recognition accuracies which highlight reliability of the feature.
Authors and Affiliations
Ashutosh Kumar , Ranjan Parekh
Keywords
Related Articles
- EP ID EP103393
- DOI -
- Views 118
- Downloads 0
Anti-Synchronization of the Hyperchaotic Liu and Hyperchaotic Qi Systems by Active Control
This paper investigates the problem of anti-synchronization of identical hyperchaotic Liu systems (2008), hyperchaotic Qi systems (2008) and non-identical hyperchaotic Liu and hyperchaotic Qi systems using active nonline...
Centrality measures with a new index called E-User (Effective User) Index for determiningthe most effective user in Twitter Online Social Network
In this study, we considered the issue of determination of the most effective user in the twitter online social network. We worked on asocial network graph which have relationships (edges) between users who posteda tweet...
A Survey on Cloud Computing Security, Challenges and Threats
Cloud computing is an internet based model that enable convenient, on demand and pay per use access to a pool of shared resources. It is a new technology that satisfies a user’s requirement for computing resources like n...
A Bespoke Approach For Face-Recognition Using PCA
In this paper we have developed a bespoke approach to face recognition with Eigenfaces using principal component analysis. We have focused on the effects of taking the number of significant eigenfaces. Eigenfaces approac...
Solution for Vehicles Noise Cancellation With Modification of LMS Adaptive Algorithm
The problems of noise cancelling systems are based on the specific characteristics of their sources. Therefore, the knowledge of each noise source should be represented prior to the excecution of the designed noise cance...