A review of biometric technology along with trends and prospects
Identity management through biometrics offer potential advantages over knowledge and
possession based methods. A wide variety of biometric modalities have been tested so far …
possession based methods. A wide variety of biometric modalities have been tested so far …
Iris recognition through machine learning techniques: A survey
Iris recognition is one of the most promising fields in biometrics. Notwithstanding this, there
are not so many research works addressing it by machine learning techniques. In this …
are not so many research works addressing it by machine learning techniques. In this …
An efficient novel approach for iris recognition based on stylometric features and machine learning techniques
This paper presents a novel iris recognition system based on machine learning methods.
The motivation behind this research resides in the interrelatedness of biometric systems and …
The motivation behind this research resides in the interrelatedness of biometric systems and …
Biometric iris recognition using radial basis function neural network
The consistent and efficient method for the identification of biometrics is the iris recognition
in view of the fact that it has richness in texture information. A good number of features …
in view of the fact that it has richness in texture information. A good number of features …
A novel cancelable iris recognition system based on feature learning techniques
A novel cancelable iris recognition system is proposed in this paper. Based on the
performance of various feature learning techniques such as (i) Bag-of-Words,(ii) Sparse …
performance of various feature learning techniques such as (i) Bag-of-Words,(ii) Sparse …
Iris recognition using multiscale morphologic features
A new set of features for personal verification and identification based on iris image is
proposed in this paper. The method consists of three major components: image pre …
proposed in this paper. The method consists of three major components: image pre …
[HTML][HTML] Real-time human authentication system based on iris recognition
Biometrics deals with the recognition of humans based on their unique physical
characteristics. It can be based on face identification, iris, fingerprint and DNA. In this paper …
characteristics. It can be based on face identification, iris, fingerprint and DNA. In this paper …
Signal processing and machine learning techniques for human verification based on finger textures
RRO Al-Nima - 2017 - theses.ncl.ac.uk
In recent years, Finger Textures (FTs) have attracted considerable attention as potential
biometric characteristics. They can provide robust recognition performance as they have …
biometric characteristics. They can provide robust recognition performance as they have …
An innovative image-processing model for rust detection using Perlin Noise to simulate oxide textures
MRG Acosta, JCV Díaz, NS Castro - Corrosion science, 2014 - Elsevier
This article presents an image-processing model for detection of rust zones using digital
images of metals. The input image, containing a wide range of possible rusted textures, is …
images of metals. The input image, containing a wide range of possible rusted textures, is …
A novel biometric approach to generate ROC curve from the probabilistic neural network
RRO Al-Nima, SS Dlay, WL Woo… - 2016 24th Signal …, 2016 - ieeexplore.ieee.org
The aim of this paper is to present a new method to produce a Receiver Operating
Characteristic (ROC) curve from a Probabilistic Neural Network (PNN). Traditionally, an …
Characteristic (ROC) curve from a Probabilistic Neural Network (PNN). Traditionally, an …