A review of visual descriptors and classification techniques used in leaf species identification

KK Thyagharajan, I Kiruba Raji - Archives of Computational Methods in …, 2019 - Springer
Plants are fundamentally important to life. Key research areas in plant science include plant
species identification, weed classification using hyper spectral images, monitoring plant …

Medicinal Leaves Classification Using Random Forest and AdaBoost

TNS Yaswanth, KSV Lakshmi… - 2024 International …, 2024 - ieeexplore.ieee.org
The identification of medicinal plants is crucial for both biodiversity preservation and the
creation of potent medications. Machine learning techniques will be employed to effectively …

An evaluation of feature selection methods on multi-class imbalance and high dimensionality shape-based leaf image features

MS Sainin, R Alfred, F Ahmad… - Journal of …, 2017 - jtec.utem.edu.my
Multi-class imbalance shape-based leaf image features requires feature subset that
appropriately represent the leaf shape. Multi-class imbalance data is a type of data …

[PDF][PDF] Leaf Recognition and Classification Techniques-Survey

M Keskar, D Maktedar - ijiset.com
Plants are an indispensable part of our ecosystem and globally it has a long history of using
plants as a source of medicines. Since the advent of modern allopathic medicine, the use of …

[PDF][PDF] Feature Selection and Ensemble Meta Classifier for Multiclass Imbalance Data Learning

MS Sainin, R Alfred, S Alias, MAM Lammasha - 2018 - researchgate.net
The aim of this paper is to investigate the effects of combining feature selection and
ensemble classifiers on the prediction performance in addressing the multiclass imbalance …