Palmprint recognition using ICA based on winner-take-all network and radial basis probabilistic neural network

L Shang, DS Huang, JX Du, ZK Huang - International Symposium on …, 2006 - Springer
This paper proposes a novel method for recognizing palmprint using the winner-take-all
(WTA) network based independent component analysis (ICA) algorithm and the radial basis …

[PDF][PDF] Palm-Print Based Biometric Authentication Systems-A Review

M Dewangan, LKP Bhaiya - International Journal of Science and …, 2014 - academia.edu
Palmprint is widely used in personal identification and authentication for a precise and
robust recognition. Palmprint recognition has been reconnoitered over numerous years …

Palmprint recognition

L Zheng - 2011 - dr.ntu.edu.sg
As global concerns for security continue to rise amidst technological advancement, biometric
identification has become an integral part of high level security systems. There are many …

[PDF][PDF] An Enhanced Principal Component Analysis Approach for Extracting Features in Palmprint Images

NO Akande, MO Oyediran, RO Ogundokun… - 2016 - ijetcse.com
In reducing the dimensions of feature space so as to achieve better performance, minimal
features that yet represent the original image maximally need to be extracted. Principal …

Comprehensive Evaluation of Appearance-Based Techniques for Palmprint Features Extraction Using Probabilistic Neural Network, Cosine Measures and Euclidean …

NO Akande, OC Abikoye, IA Adeyemo… - Editura Universitatii …, 2018 - eprints.lmu.edu.ng
Most biometric systems work by comparing features extracted from a query biometric trait
with those extracted from a stored biometric trait. Therefore, to a great extent, the accuracy of …

Hierarchical palmprint feature extraction and recognition based on multi‐wavelets and complex network

L Zhou, C Zhang, Z Wang, Y Wang… - IET Image …, 2018 - Wiley Online Library
This study presents a hierarchical palmprint feature extraction and recognition approach
based on multi‐wavelet and complex network (CN) since they can effectively decrease …

[PDF][PDF] An efficient palmprint image recognition system

SK Panigrahy, D Jena, SK Jena - Tech J Synergy Inst Eng Technol, 2008 - academia.edu
Biometric identification is an emerging technology that can solve security problems in our
networked society. As the important implementation of biometric technology, palmprint …

Performance Comparison of PCANet-Based Deep Learning Techniques for Palmprint Recognition

N Mukahar - 2023 IEEE International Conference on Applied …, 2023 - ieeexplore.ieee.org
Palmprint recognition is one the hand-based biometric technology that utilizes the unique
patterns of palmprint image for recognition or identification tasks. The recognition accuracy …

[PDF][PDF] A Survey on Feature Extraction Techniques for Palm print Identification

S John, K Raimond - International Journal of Computational …, 2013 - academia.edu
Biometric recognition system is a pattern recognition system to provide a reliable personal
recognition schemes to either confirm or determine the identity of an individual based on …

Robust Palm-print Recognition Using Multi-resolution Texture Patterns with Artificial Neural Network

P Poonia, PK Ajmera - Wireless Personal Communications, 2023 - Springer
Palm-print recognition system is extensively deployed in a variety of applications, ranging
from forensic to mobile phones. This paper proposes a new feature extraction technique for …