Machine learning in medicinal plants recognition: a review

K Pushpanathan, M Hanafi, S Mashohor… - Artificial Intelligence …, 2021 - Springer
Medicinal plants are gaining attention in the pharmaceutical industry due to having less
harmful effects reactions and cheaper than modern medicine. Based on these facts, many …

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 …

An IoT based authentication system for therapeutic herbs measured by local descriptors using machine learning approach

S Roopashree, J Anitha, TR Mahesh, VV Kumar… - Measurement, 2022 - Elsevier
The work aims to develop an automatic recognition model to classify medicinal plants using
machine learning techniques to enrich the traditional medical system of India. Though many …

An IoT and machine learning based intelligent system for the classification of therapeutic plants

R Shailendra, A Jayapalan, S Velayutham… - Neural Processing …, 2022 - Springer
The work aim to develop an automatic recognition model using IoT and machine learning
(ML) techniques for the classification of therapeutic plants to enrich the traditional medicinal …

CNN-based leaf image classification for Bangladeshi medicinal plant recognition

R Akter, MI Hosen - 2020 Emerging Technology in Computing …, 2020 - ieeexplore.ieee.org
Classifying plant species has taken much attention in the research area to help people
recognizing plants easily. In recent years, the convolutional neural networks (CNN) have …

Automated classification of tropical plant species data based on machine learning techniques and leaf trait measurements

BR Hussein, OA Malik, WH Ong, JWF Slik - Computational Science and …, 2020 - Springer
The identification of plant species is fundamental for effective study and management of
biodiversity. For automated plant species classification, a combination of leaf features like …

[PDF][PDF] MedicPlant: A mobile application for the recognition of medicinal plants from the Republic of Mauritius using deep learning in real-time

S Pudaruth, MF Mahomoodally… - … International Journal of …, 2021 - researchgate.net
To facilitate the recognition and classification of medicinal plants that are commonly used by
Mauritians, a mobile application which can recognise seventy different medicinal plants has …

Medicinal Plants Identification Using Federated Deep Learning

KLD Viet, K Le Ha, TN Quoc, VT Hoang - Procedia Computer Science, 2024 - Elsevier
Over the years, scientists have discovered bioactive chemicals in many of the plants that
have been traditionally utilized as medicinal medicines. However, identifying plant species …

Medicinal Plants Classification by VisualCharacteristics of Leaves Using CNN

SVE Sonia, N Dhanush - 2023 Second International …, 2023 - ieeexplore.ieee.org
Identification of medicinal plants correctly is crucial in Ayurvedic medicine. By their visual
characteristics and scent, plants are recognized by human experts. Negative effects could …

Combining sampling and ensemble classifier for multiclass imbalance data learning

MS Sainin, R Alfred, F Adnan, F Ahmad - Computational Science and …, 2018 - Springer
The aim of this paper is to investigate the effects of combining various sampling and
ensemble classifiers on the prediction performance in addressing the multiclass imbalance …