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A Novel Approach to Human Iris Recognition And Verification Framework Using Machine Learning Algorithm
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 …
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
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 …
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
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 …
images using partial sum of Taylor series expansion (TSE). Taylor's expansion theory gives …
U-Net convolutional neural network for multisource heterogeneous iris segmentation
Accurate iris segmentation is a critical step in various applications, from biometric
identification systems to ophthalmic disease diagnosis. Despite the large number of works …
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 …
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
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 …
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 …
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 …
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
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 …
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
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 …
authentication. This study proposes an efficient algorithm for recognizing iris regions using a …