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 …

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 …

Identification of medicinal plants in ardabil using deep learning: identification of medicinal plants using deep learning

J Abdollahi - … computer conference, computer society of Iran …, 2022 - ieeexplore.ieee.org
Ardabil is well-known for offering the ideal environment for a good, cheap medicinal herb.
Various plant parts are used as essential components in producing natural medicines …

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 …

Automatic plant recognition: A survey of relevant algorithms

NAM Roslan, NM Diah, Z Ibrahim… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Plants are one of the most important elements since they provide oxygen, which is
necessary for human survival. Plant recognition applications have been widely developed …

[PDF][PDF] Leaf identification using Fourier descriptors and other shape features

A Kadir - Gate to Computer Vision and Pattern Recognition, 2015 - academia.edu
Leaf identification is a challenging research. So far, many approaches have been proposed.
In this paper, an approach that combines Fourier descriptors with other shape features was …

[PDF][PDF] Identifying medicinal plant leaves using textures and optimal colour spaces channel

CH Arun, DC Durairaj - Jurnal Ilmu …, 2017 - download.garuda.kemdikbud.go.id
This paper present an automated medicinal plant leaf identification system. The Colour
Texture analysis of the leaves is done using the statistical, the Grey Tone Spatial …

Fusion of local binary patterns features for tropical medicinal plants identification

Y Herdiyeni, I Kusmana - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
Selection of leaf features that are appropriate for identification is very important. Local Binary
Patterns (LBP) is one of texture feature that is efficiency and robustness for plant …

Combination of relief feature selection and fuzzy K-nearest neighbor for plant species identification

A Ambarwari, Y Herdiyeni… - … Conference on Advanced …, 2016 - ieeexplore.ieee.org
Plant species identification is a digitally challenging object for a better classification such as
in taxonomy resources problem. Feature selection as a preprocessing technique in data …

Analisis tekstur untuk identifikasi tumbuhan obat menggunakan klasifikasi Support Vector Machine

HZ Zahro - Industri Inovatif: Jurnal Teknik Industri, 2016 - ejournal.itn.ac.id
Abstract tertentu. Identifikasi dapat dilakukan dengan bantuan herbarium/ahli botani atau
text book mengenai taksonomi/dendrologi, namun cara tersebut tidak efisien. Oleh karena …