A shape-based approach for leaf classification using multiscaletriangular representation
S Mouine, I Yahiaoui, A Verroust-Blondet - Proceedings of the 3rd ACM …, 2013 - dl.acm.org
In this paper we introduce a new multiscale shape-based approach for leaf image retrieval.
The leaf is represented by local descriptors associated with margin sample points. Within …
The leaf is represented by local descriptors associated with margin sample points. Within …
MARCH: Multiscale-arch-height description for mobile retrieval of leaf images
In this paper, we propose a novel shape description method for mobile retrieval of leaf
images. In this method, termed multiscale arch height (MARCH), hierarchical arch height …
images. In this method, termed multiscale arch height (MARCH), hierarchical arch height …
Automatic plant identification from photographs
We present a plant identification system for automatically identifying the plant in a given
image. In addition to common difficulties faced in object recognition, such as light, pose and …
image. In addition to common difficulties faced in object recognition, such as light, pose and …
Morphological features for leaf based plant recognition
E Aptoula, B Yanikoglu - 2013 IEEE International Conference …, 2013 - ieeexplore.ieee.org
Although plant recognition has become an increasingly popular research topic, it remains
nonetheless a scientific and technical challenge. Besides all the difficulties of classic object …
nonetheless a scientific and technical challenge. Besides all the difficulties of classic object …
Maximum mutual information and Tsallis entropy for unsupervised segmentation of tree leaves in natural scenes
N Nikbakhsh, Y Baleghi, H Agahi - Computers and electronics in …, 2019 - Elsevier
To identify plant leaves in natural scenes, the accuracy of leaf segmentation is very
important. Where there are no assumptions about the colour and position of the leaf and the …
important. Where there are no assumptions about the colour and position of the leaf and the …
A review on robust computational approaches based identification and authentication of herbal raw drugs
Background: Over the last decade, there has been a sudden rise in the demand for herbal
as well as Information and Technology (IT) industry around the world. Identification of plant …
as well as Information and Technology (IT) industry around the world. Identification of plant …
基于分层卷积深度学习系统的植物叶片识别研究
张帅， 淮永建 - 北京林业大学学报, 2016 - j.bjfu.edu.cn
深度学习已成为图像识别领域的研究热点. 本文以植物叶片图像识别为研究对象,
对单一背景和复杂背景图像分别给出了优化预处理方案; 设计了一个8 层卷积神经网络深度学习 …
对单一背景和复杂背景图像分别给出了优化预处理方案; 设计了一个8 层卷积神经网络深度学习 …
Efficient segmentation of leaves in semi-controlled conditions
JVB Soares, DW Jacobs - Machine vision and applications, 2013 - Springer
We present a study on segmentation of leaf images restricted to semi-controlled conditions,
in which leaves are photographed against a solid light-colored background. Such images …
in which leaves are photographed against a solid light-colored background. Such images …
Application of deep neural network identification models based on garden environment perception in plant protection
G Bao, B Weng, H Xv - Crop Protection, 2024 - Elsevier
Perception of garden environment plays a crucial role in the control of invasive plants.
Timely and accurate detection of invasive plants can significantly enhance the effectiveness …
Timely and accurate detection of invasive plants can significantly enhance the effectiveness …
Leaf image recognition and classification based on GBDT-probabilistic neural network
Z Tang - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
In this paper, the binary images of 100 kinds of leaves are used for leaf recognition. Firstly,
we screen 35 important features and use the grey clustering analysis to establish the …
we screen 35 important features and use the grey clustering analysis to establish the …