Automated plant species identification—Trends and future directions

J Wäldchen, M Rzanny, M Seeland… - PLoS computational …, 2018 - journals.plos.org
Current rates of species loss triggered numerous attempts to protect and conserve
biodiversity. Species conservation, however, requires species identification skills, a …

A CNN-SVM study based on selected deep features for grapevine leaves classification

M Koklu, MF Unlersen, IA Ozkan, MF Aslan, K Sabanci - Measurement, 2022 - Elsevier
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 …

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 …

Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases

I Kunduracioglu, I Pacal - Journal of Plant Diseases and Protection, 2024 - Springer
Plant diseases cause significant agricultural losses, demanding accurate detection methods.
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 …

[PDF][PDF] An automatic leaf recognition system for plant identification using machine vision technology

V Satti, A Satya, S Sharma - International journal of engineering …, 2013 - researchgate.net
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 …

A plant recognition approach using shape and color features in leaf images

A Caglayan, O Guclu, AB Can - … , Naples, Italy, September 9-13, 2013 …, 2013 - Springer
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 …

Deep learning based intelligence cognitive vision drone for automatic plant diseases identification and spraying

G Latif, J Alghazo, R Maheswar… - Journal of Intelligent …, 2020 - content.iospress.com
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 …

[PDF][PDF] AN AUTOMATIC LEAF BASED PLANT IDENTIFICATION SYSTEM.

N Ahmed, UG Khan, S Asif - Science International, 2016 - researchgate.net
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 …

[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 …