On Designing a SwinIris Transformer Based Iris Recognition System

R Gao, T Bourlai - IEEE Access, 2024 - ieeexplore.ieee.org
In this paper, we discuss our proposed unified approach to iris recognition called the
SwinIris. This approach works efficiently when combing a tuned version of the original Swin …

Performance evaluation of efficient segmentation and classification based iris recognition using sheaf attention network

SS Salve, SP Narote - Journal of Visual Communication and Image …, 2024 - Elsevier
Iris recognition, a precise biometric identification technique, relies on the distinct epigenetic
patterns within the iris. Existing methods often face challenges related to segmentation …

[HTML][HTML] Algebraic Recognition Approach in IoT Ecosystem

A Kabulov, I Saymanov, A Babadjanov… - Mathematics, 2024 - mdpi.com
The solution to the problem of identifying objects in the IoT ecosystem of the Aral region is
analyzed. The problem of constructing a correct algorithm with linear closure operators of a …

[PDF][PDF] Enhancement of detection accuracy for preventing iris presentation attack

P Venkatesh, GK Shyam, S Alam - International Journal of Electrical …, 2024 - academia.edu
A system that recognizes the iris is susceptible to presentation attacks (PAs), in which a
malicious party shows artefacts such as printed eyeballs, patterned contact lenses, or …

[PDF][PDF] Retinal lesions classification for diabetic retinopathy using custom ResNet-based classifier

SA Kumar, JS Kumar - Indonesian Journal of Electrical …, 2024 - pdfs.semanticscholar.org
Failure to diagnose and treat retinal illnesses on time might lead to irreversible blindness.
The focus is on three common retinal lesions associated with diabetic retinopathy (DR) …

Face and Iris Recognition Using Neural Network: A Review

S Rani, N Mohan, P Kaushal - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The data is used for the recognition of facial features including database and sensor images
but a problem occurs with the difficult facial looks, lighting effects, and the intricacy of an …

[PDF][PDF] Enhanced negation handling for sentiment analysis on Twitter using deep neural networks

SKBN Mamatha Mylarappa, TJ Gowda… - Indonesian Journal of …, 2023 - academia.edu
Sentiment analysis is a tool to identify and measure the emotion in a piece of text. Negation
handling is an important aspect of natural language processing (NLP) for Twitter data. It is a …

Iris Recognition based on Convolutional Neural Network and Active Iterative optimization

L Zhou, S Jiang, S Zhang… - … Conference on Advances …, 2023 - ieeexplore.ieee.org
Iris recognition has become a popular method for authentication due to its high accuracy,
non-invasiveness, and resistance to spoof attacks. Deep learning techniques have …

Deep Learning for Iris Recognition: An Integration of Feature Extraction and Clustering

PJ Devi, A Sonali, BNS Karthik… - 2023 4th IEEE …, 2023 - ieeexplore.ieee.org
This paper introduces a comprehensive iris recognition system that integrates deep
learning, clustering techniques, and a custom-designed dense layer architecture to address …