A Novel Approach to Human Iris Recognition And Verification Framework Using Machine Learning Algorithm

S Davuluri, S Kilaru, V Boppana… - … and Informatics (IC3I …, 2023 - ieeexplore.ieee.org
The component of a computer system that is in responsibility of user security is one of the
most important modules. It was demonstrated that simple logins and passwords are easy for …

EmoSecure: Enhancing Smart Home Security With FisherFace Emotion Recognition and Biometric Access Control

P Ghadekar, MR Pradhan, D Swain, B Acharya - IEEE Access, 2024 - ieeexplore.ieee.org
The focus of smart homes is more inclined towards providing security and comfort to
residents rather than treating energy as the foremost concern. This paper proposes a novel …

Edge Detection in Gray-Scale Images Using Partial Sum of Second-Order Taylor Series Expansion

BH Shekar, SS Bhat, R Shetty - SN Computer Science, 2024 - Springer
In this work, we present an accurate and novel edge detection technique for gray-scale
images using partial sum of Taylor series expansion (TSE). Taylor's expansion theory gives …

U-Net convolutional neural network for multisource heterogeneous iris segmentation

VI D'Alessandro, L De Palma… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Accurate iris segmentation is a critical step in various applications, from biometric
identification systems to ophthalmic disease diagnosis. Despite the large number of works …

An Approach to Enhance Time Series Forecasting by Fast Fourier Transform

FJ Galán-Sales, P Reina-Jiménez… - … Conference on Soft …, 2023 - Springer
Feature engineering is a decisive step in time series forecasting, as it directly influences the
performance of predictive models. In recent years, the Fast Fourier Transform (FFT) has …

[PDF][PDF] Efficient Iris Image Recognition System Based on Machine Learning Approach

HM Al-Dabbas, RA Azeez, AE Ali - Iraqi Journal of Computers …, 2023 - iasj.net
Iris identification is a well‐known technology used to detect striking biometric identification
techniques for recognizing human beings based on physical behavior. The texture of the iris …

Two-stage morph detection scheme for face and iris biometrics

O Sharifi - Multimedia Tools and Applications, 2023 - Springer
Morphing attacks presented by image and/or feature information of more than one individual
are a major concern of biometric systems. Penetrating the morphed biometric information to …

A novel approach towards high-performance image compression using multilevel wavelet transformation for heterogeneous datasets

V Gowthami, KB Bagan, SEP Pushpa - The Journal of Supercomputing, 2023 - Springer
Multimedia information typically requires large storage capacity and transmission rate. Thus,
multimedia data, which exist in various forms, such as images, audios, videos, and graphics …

An automated model for leaf image-based plant recognition: an optimal feature-based machine learning approach

A Ghosh, P Roy - Innovations in Systems and Software Engineering, 2022 - Springer
Present study focuses on identifying plant species automatically from leaf images using
optimal feature set. The need of classifying a plant species is increasing because of its …

Iris biometric template identification and recognition scheme using a novel parallel fused encoder

R Vasuki, KR Singh - Multimedia Tools and Applications, 2024 - Springer
An iris recognition system is considered as an effective biometric model for human
authentication. This study proposes an efficient algorithm for recognizing iris regions using a …