Comparison of machine learning algorithms for detection of medicinal plants

AM Raghukumar, G Narayanan - 2020 Fourth International …, 2020 - ieeexplore.ieee.org
Ayurvedic medicinal plants are very important since it is one of the key sources of medicine.
It can cure various diseases such as Cardiac disorders, Respiratory diseases, Fertility issues …

[PDF][PDF] Leaf recognition using texture features for herbal plant identification

Z Ibrahim, N Sabri, NNA Mangshor - Indonesian Journal of Electrical …, 2018 - academia.edu
This research investigates the application of texture features for leaf recognition for herbal
plant identification. Malaysia is rich with herbal plants but not many people can identify them …

Medicinal plants recognition using heterogeneous leaf features: an intelligent approach

M Sharma, N Kumar, S Sharma, S Kumar… - Multimedia Tools and …, 2024 - Springer
In this research, an intelligent approach for the identification of Indian medicinal plant leaves
is presented. Herein, heterogeneous features extracted from leaves of Indian medicinal …

MediNET: A deep learning approach to recognize Bangladeshi ordinary medicinal plants using CNN

MR Bhuiyan, M Abdullahil-Oaphy, RS Khanam… - … : Proceeding of the …, 2021 - Springer
Medicine is the only thing by which we use where we feel bad condition of our body's
physical and mental illness. Most of medicines are made of specific plants from our nature …

Comparative analysis of leaf classification and recognition by different SVM classifiers

V Srivastava, A Khunteta - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
This paper presents the leaf shape extraction for the classification of plant. Leaf shape is an
important parameter which are frequently used to identify and classify the plant species …

Survey on leaf recognization and classification

K Pankaja, G Thippeswamy - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
There are countless plant species available globally. To manage massive content,
development of a fast and effective categorization methods has turned into a territory of …

Herbal Plant Image Classification using Transfer Learning and Fine-Tuning Deep Learning Model

F Khalid, AA Romle - Journal of Advanced Research in …, 2024 - semarakilmu.com.my
Herbal plants are highly significant to the local community in Malaysia, as the country's fertile
land is rich in diverse species that are widely used for various purposes, including traditional …

Effective shape features for leaf classification

H Zhang, C Dai, K Long, Z Wang - Journal of Electronic …, 2023 - spiedigitallibrary.org
When conducting image classification, traditional and deep-learning based methods require
extracting target features in different ways and then classifying targets based on the features …

Plant Leaf Recognition: Comparing Contour-Based and Region-Based Feature Extraction

S Donesh, UAP Ishanka - 2020 2nd International Conference …, 2020 - ieeexplore.ieee.org
Plants play a vital role in the environment. Identifying them and classifying them is an
important task for botanists. This study briefly points out-how to recognize plant species …