Automated plant species identification—Trends and future directions
Current rates of species loss triggered numerous attempts to protect and conserve
biodiversity. Species conservation, however, requires species identification skills, a …
biodiversity. Species conservation, however, requires species identification skills, a …
A CNN-SVM study based on selected deep features for grapevine leaves classification
The main product of grapevines is grapes that are consumed fresh or processed. In addition,
grapevine leaves are harvested once a year as a by-product. The species of grapevine …
grapevine leaves are harvested once a year as a by-product. The species of grapevine …
Automatic classification of plants based on their leaves
A Aakif, MF Khan - Biosystems Engineering, 2015 - Elsevier
Highlights•We propose an algorithm to classify a plant on the basis of its features.•In addition
to traditional features, we propose a new 'shape defining feature'.•Artificial neural network …
to traditional features, we propose a new 'shape defining feature'.•Artificial neural network …
Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases
Plant diseases cause significant agricultural losses, demanding accurate detection methods.
Traditional approaches relying on expert knowledge may be biased, but advancements in …
Traditional approaches relying on expert knowledge may be biased, but advancements in …
Review of plant identification based on image processing
Z Wang, H Li, Y Zhu, TF Xu - Archives of Computational Methods in …, 2017 - Springer
Plant recognition is closely related to people's life. The operation of the traditional plant
identification method is complicated, and is unfavorable for popularization. The rapid …
identification method is complicated, and is unfavorable for popularization. The rapid …
[PDF][PDF] An automatic leaf recognition system for plant identification using machine vision technology
Plants are the backbone of all life on Earth and an essential resource for human well-being.
Plant recognition is very important in agriculture for the management of plant species …
Plant recognition is very important in agriculture for the management of plant species …
A plant recognition approach using shape and color features in leaf images
Recognizing plants is a vital problem especially for biologists, chemists, and
environmentalists. Plant recognition can be performed by human experts manually but it is a …
environmentalists. Plant recognition can be performed by human experts manually but it is a …
Deep learning based intelligence cognitive vision drone for automatic plant diseases identification and spraying
The agriculture industry is of great importance in many countries and plays a considerable
role in the national budget. Also, there is an increased interest in plantation and its effect on …
role in the national budget. Also, there is an increased interest in plantation and its effect on …
[PDF][PDF] AN AUTOMATIC LEAF BASED PLANT IDENTIFICATION SYSTEM.
Plant species identification is an important area of research which is required in number of
areas. Design and development of an automatic leaf based plant species identification …
areas. Design and development of an automatic leaf based plant species identification …
[PDF][PDF] Identification of ayurvedic medicinal plants by image processing of leaf samples
TD Dahigaonkar, R Kalyane - International Research Journal of …, 2018 - academia.edu
Ayurveda is being practiced in India since the Vedic times for the well-being of the people. It
is one of the oldest systems of Medicinal science that is used even today. Being used …
is one of the oldest systems of Medicinal science that is used even today. Being used …