Supervised and Unsupervised Learning Techniques for Biometric Systems

P Pandey, YY Raghav, S Gulia… - … Data Engineering for …, 2024 - Wiley Online Library
In the domain of biometric systems, where individual identities are confirmed through
distinctive traits like fingerprints, facial geometry, and gait patterns, the application of …

[PDF][PDF] Multimodal Person Recognition using Social Behavioral Biometric.

M Sultana - 2018 - prism.ucalgary.ca
The goal of a biometric recognition system is to make a human-like decision on individuals'
identity by recognizing their physiological and/or behavioral traits. Nevertheless, decision …

Reduced optimal feature based biometric authentication using MALO-MKSVM techniques

LN Evangelin, AL Fred - Multimedia Tools and Applications, 2019 - Springer
Biometric authentication is referred to as a realistic authentication which traits used is
distinct, and quantifiable to recognize one individual. Depending on the level of security …

A robust 2D-Cochlear transform-based palmprint recognition

G Chaudhary, S Srivastava - Soft Computing, 2020 - Springer
In this paper, a noise-robust palmprint recognition system is discussed with a novel feature
extraction technique: two-dimensional Cochlear transform (2D-CT) based on the textural …

Ultrasonic fingerprint sensor in underglass prototype using impedance mismatching

WY Choi, KC Kang, KK Park - Journal of Mechanical Science and …, 2020 - Springer
Fingerprint imaging is a powerful tool in biometric identification systems. There are several
methods for measuring fingerprints, such as optics, capacitive, and ultrasonic methods. The …

Fully automated soft contact lens detection from NIR iris images

B Kumar, A Nigam, P Gupta - International Conference on Pattern …, 2016 - scitepress.org
Iris is considered as one of the best biometric trait for human authentication due to its
accuracy and permanence. However easy iris spoofing raise the risk of false acceptance or …

An accurate hand-based multimodal biometric recognition system with optimised sum rule for higher security applications

PD Deshpande, P Mukherji… - International Journal of …, 2019 - inderscienceonline.com
This paper presents a multimodal biometric recognition system using palm print, finger
geometry and dorsal palm vein modalities. A specific image acquisition system is designed …

Palm print ROI extraction using Bresenham line algorithm

G Jaswal, A Kaul, R Nath - 2017 4th International Conference …, 2017 - ieeexplore.ieee.org
Hand based biometrie authentication is becoming so popular in the field of information
security because it is an accurate and easily accessible procedure to legalize the human …

[PDF][PDF] Finger-Knuckle-Print ROI Extraction using Curvature Gabor Filter for Human Authentication.

A Nigam, P Gupta - VISIGRAPP (3: VISAPP), 2016 - pdfs.semanticscholar.org
Biometric based human recognition is a most obvious method for automatically resolving
personal identity with high reliability. In this paper we present a novel finger-knuckle-print …

A clustering-based indexing approach for biometric databases using decision-level fusion

I Kavati, MVNK Prasad… - International Journal of …, 2017 - inderscienceonline.com
In this paper, we propose a clustering-based indexing mechanism for biometric databases.
The proposed technique relies mainly on a small set of preselected images called …