[HTML][HTML] Comparison of multiclass classification techniques using dry bean dataset

MS Khan, TD Nath, MM Hossain, A Mukherjee… - International Journal of …, 2023 - Elsevier
Background The application of classsification methods through multivariate and machine
learning techniques has enormous significance in agricultural sector. It is vital to classify …

Image gradient based iris recognition for distantly acquired face images using distance classifiers

A Mukherjee, KSN Ripon, LE Ali… - … Science and Its …, 2022 - Springer
This paper presents an iris recognition framework to recognize irises from distantly acquired
face images using image gradient-based feature extraction and K-Nearest Neighbor with …

Fingerprint image enhancement using multiple filters

H Shams, T Jan, AA Khalil, N Ahmad, A Munir… - PeerJ Computer …, 2023 - peerj.com
Biometrics is the measurement of an individual's distinctive physical and behavioral
characteristics. In comparison to traditional token-based or knowledge-based forms of …

Unravelling Parkinson's Disease Prediction: An Evaluation of Feature Selection Techniques with a Focus on PCA and KNN Performance.

MA Ullah, SH Afrin, KM Nazib… - Review of Computer …, 2023 - search.ebscohost.com
Parkinson's disease is a brain condition that causes involuntary or uncontrolled movements,
including tremors, rigidity, and problems with balance and coordination. People of various …

[PDF][PDF] Comparison of Machine Learning Techniques to Classify Dry Beans Using Computer Vision

JC Caravaca - 2024 - preprints.org
This study explores the classification of seven registered dry bean species using a dataset of
13,611 grain samples characterized by 16 features, including both dimensional and shape …

Smart Healthcare Access Management System using Iris Recognition

KH Lee, JI Kim, GR Kwon - The Journal of the Korea institute of …, 2023 - koreascience.kr
Safety accidents and industrial accidents are constantly occurring in existing industrial sites.
In addition, the probability of accidents occurring due to physical and mental fatigue of …

[PDF][PDF] Block-based Local Binary Patterns for Distant Iris Recognition Using Various Distance Metrics

A Mukherjee, MZ Islam, R Roy, LE Ali - researchgate.net
Nowadays iris recognition has become a promising biometric for human identification and
authentication. In this case, feature extraction from near-infrared (NIR) iris images under less …

[PDF][PDF] Fingerprint image enhancement using multiple filters

TJ Haroon Shams, AA Khalil, N Ahmad, A Munir… - academia.edu
Biometrics is the measurement of an individual's distinctive physical and behavioral
characteristics. In comparison to traditional token-based or knowledge-based forms of …