Plant species identification using computer vision techniques: a systematic literature review
J Wäldchen, P Mäder - Archives of computational methods in engineering, 2018 - Springer
Species knowledge is essential for protecting biodiversity. The identification of plants by
conventional keys is complex, time consuming, and due to the use of specific botanical …
conventional keys is complex, time consuming, and due to the use of specific botanical …
A review of visual descriptors and classification techniques used in leaf species identification
KK Thyagharajan, I Kiruba Raji - Archives of Computational Methods in …, 2019 - Springer
Plants are fundamentally important to life. Key research areas in plant science include plant
species identification, weed classification using hyper spectral images, monitoring plant …
species identification, weed classification using hyper spectral images, monitoring plant …
Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts
M Turkoglu, D Hanbay - Applied Mathematics and Computation, 2019 - Elsevier
Plants play a crucial role in the lives of all living things. A risk of extinction exists for many
plants, hence many botanists and scientists are working in order to protect plants and plant …
plants, hence many botanists and scientists are working in order to protect plants and plant …
Leaf-based plant species recognition based on improved local binary pattern and extreme learning machine
M Turkoglu, D Hanbay - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
Over the past 15 years, many feature extraction methods have been used and developed for
the recognition of plant species. These methods have mostly been performed using …
the recognition of plant species. These methods have mostly been performed using …
Leaf classification on Flavia dataset: a detailed review
For decades, vision scientists have contemplated the topic of plant species classification. As
plants are of great importance to medicinal research, they are utilized in a wide range of …
plants are of great importance to medicinal research, they are utilized in a wide range of …
A new hybrid approach for grapevine leaves recognition based on ESRGAN data augmentation and GASVM feature selection
Grapevine leaf is a commodity that is collected only once a year and has a high return on
investment due to its export. However, only certain types of grapevine leaves are consumed …
investment due to its export. However, only certain types of grapevine leaves are consumed …
[PDF][PDF] Fuzzy and neural network based tomato plant disease classification using natural outdoor images
Objectives: The aim of the study is to automate the plant disease recognition and
classification process by using image processing and soft computing techniques …
classification process by using image processing and soft computing techniques …
A convolutional neural network-driven computer vision system toward identification of species and maturity stage of medicinal leaves: case studies with Neem, Tulsi …
Medicinal plants are used to cure different common and chronic diseases in different Asian
countries including India. The easy availability and planting possibility make them popular …
countries including India. The easy availability and planting possibility make them popular …
Ayurvedic medicinal plants identification: a comparative study on feature extraction methods
R Ahila Priyadharshini, S Arivazhagan… - Computer Vision and …, 2021 - Springer
Proper identification of medicinal plants is essential for agronomists, ayurvedic medicinal
practitioners and for ayurvedic medicines industry. Even though many plant leaf databases …
practitioners and for ayurvedic medicines industry. Even though many plant leaf databases …