Survey of feature extraction and classification techniques to identify plant through leaves

S Sachar, A Kumar - Expert Systems with Applications, 2021 - Elsevier
This paper provides a comprehensive survey of various techniques used in computer vision
for the automatic identification of plants with the help of leaf images. The extracted …

Deep-Morpho Algorithm (DMA) for medicinal leaves features extraction

JG Thanikkal, AK Dubey, MT Thomas - Multimedia Tools and Applications, 2023 - Springer
Presently, for the identification and classification of images, various deep learning
techniques are being used. In these techniques, the whole image is considered to produce …

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 …

Image classification of ornamental plants leaf using machine learning algorithms

A Ojha, V Kumar - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Ornamental Plant image recognition and distinguishing have become a versatile focus in
botanical taxonomy and computer science. A decorative plant must be recognized by one or …

Classification of Medicinal Leaf by Using Canny Edge Detection and SVM Classifier

MR Sharan, AA Anil, N Manohar… - 2022 International …, 2022 - ieeexplore.ieee.org
Plants play an indispensable role in human life by providing food, oxygen, medicine, shelter,
fuel along with environmental protection. Besides, lot of plants contain medicinal qualities …

Plant classification using image processing and neural network

MM Amlekar, AT Gaikwad - … and Innovation: Proceedings of ICDMAI 2018 …, 2019 - Springer
This paper is presenting here the plant classification method using imaging technology
which is useful for classifying the plants by providing the leaf image as an input. The …

Plant recognition system based on leaf image

SP Raut, AS Bhalchandra - 2018 Second International …, 2018 - ieeexplore.ieee.org
Nature has huge members of plants identifying them and classifying them is important task
for botanists. Usually plants are recognized by leaf and its characteristics like shape, texture …

Wild plant data collection system based on distributed location

Y Zhang, B Li - Journal of computational science, 2018 - Elsevier
Building accurate knowledge of the identity, the geographic distribution and the evolution of
living species is very essential for sustainable development of the biodiversity as well as the …

[PDF][PDF] Plant Disease Identification System

S Poonkuntran, M Kamatchidevi, LS Poornima… - PLANT …, 2018 - academia.edu
Nowadays, we hear the term'organic farming'everywhere. This type of farming can only be
done when no insects affect the plants or leaves. Plants are the main source of food …

Automated leaf alignment and partial shape feature extraction for plant leaf classification

LE Hamid, SAR Al-Haddad - ELCVIA: electronic letters on computer vision …, 2019 - raco.cat
The last few decades have witnessed various approaches to automate the process of plant
classification using the characteristics of the leaf. Several approaches have been proposed …