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 …
Plant leaf recognition using shape features and colour histogram with K-nearest neighbour classifiers
T Munisami, M Ramsurn, S Kishnah… - Procedia Computer …, 2015 - Elsevier
Automated systems for plant recognition can be used to classify plants into appropriate
taxonomies. Such information can be useful for botanists, industrialists, food engineers and …
taxonomies. Such information can be useful for botanists, industrialists, food engineers and …
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 …
Efficient and automated herbs classification approach based on shape and texture features using deep learning
Recognizing the desired herb among thousands of herbs is an exhausting and time-
consuming practice. Hence, herbs identification via a vision system is beneficial since the …
consuming practice. Hence, herbs identification via a vision system is beneficial since the …
Classification of medicinal plant leaf image based on multi-feature extraction
HX Kan, L Jin, FL Zhou - Pattern recognition and image analysis, 2017 - Springer
Medicinal plants are the main source of traditional Chinese medicine (TCM), which provides
the basic protection of human health. The research and application of medicinal plant …
the basic protection of human health. The research and application of medicinal plant …
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 …
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 …
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 …
Leaf recognition based on PCNN
Plant is closely related to humans. How to quickly recognize an unknown plant without
related professional knowledge is a huge challenge. With the development of image …
related professional knowledge is a huge challenge. With the development of image …
Leaf classification for plant recognition using EfficientNet architecture
Y Arun, GS Viknesh - 2022 IEEE Fourth International …, 2022 - ieeexplore.ieee.org
Automatic plant species classification has always been a great challenge. Classical
machine learning methods have been used to classify leaves using handcrafted features …
machine learning methods have been used to classify leaves using handcrafted features …