Plant identification using leaf shapes--A pattern counting approach. Pattern Recognition, 2015,48:32033215.Zhao C, Chan SSF, Cham WK, Chu LM. Plant identification using leaf shapes? A pattern counting approach. Pattern Recognition. 2015; 48(10):3203-3215....
Computer-aided plant species identification systems make it possible to investigate a large number of leaves in a short period of time. In this study, a fully automatic system was developed to accurately classify eight species of maples (Acer L.) in Iran using the leaf shape characteristics of...
The main problem in using EF has been how to use its large coefficient matrix for object identification. Obviously, machine vision operations that precede leaf shape feature analysis may affect the usefulness of these methods for precision agriculture. We will assume that those machine vision ...
Leaf identification is a difficult and complex task due to the nature of plants, which presents a huge pattern variation. The high classification rate yielded shows the potential of the method, improving on traditional texture techniques, such as Gabor filters and Fourier analysis. 展开 关键词: ...
plant identificationtexture analysisplant taxonomyThis article presents a novel method of plant classification using Gabor wavelet filters to extract texture filters in a foliar surface. The aim of this promising method is to add to the results obtained by other leaf attributes (such as shape, ...
This study proposed a novel approach of leaf identification based on feature hierarchies. First, leaves were sorted by their overall shape using shape signatures. Then this sorted list was pruned based on global and local shape descriptors. The consequent biometric was tested using a corpus of 200...
Leaf identification helps you to identify plants just by taking a photo of them with your phone. Our AI technology will recognize what plant is this in a snap,…
Instantly identify Plants & Mushrooms! Plant Identifier Mushroom ID allows you to identify mushrooms, plants, flowers, weeds, leaves and trees in a snap. With P…
In this paper, we proposed a novel plant leaf disease identification model based on a deep convolutional neural network (Deep CNN). The Deep CNN model is trained using an open dataset with 39 different classes of plant leaves and background images. Six types of data augmentation methods were ...
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