Identification of rice plant diseases using lightweight attention networks

J Chen, D Zhang, A Zeb, YA Nanehkaran - Expert Systems with …, 2021 - Elsevier
Rice is one of the most important crops in the world, and most people consume rice as a
staple food, especially in Asian countries. Various rice plant diseases have a negative effect …

Plant species recognition methods using leaf image: Overview

S Zhang, W Huang, Y Huang, C Zhang - Neurocomputing, 2020 - Elsevier
Plant plays an important role in agricultural, industrial, medicine, environmental and
ecological protection. Recently, with global warming, biodiversity loss, rapid urban …

Plant leaves classification: A few-shot learning method based on siamese network

B Wang, D Wang - Ieee Access, 2019 - ieeexplore.ieee.org
In recent years, the method of plant leaf classification by deep learning has gradually
become mature. However, training a leaf classifier based on deep learning requires a large …

Hyperparameter optimization of deep CNN classifier for plant species identification using artificial bee colony algorithm

U Erkan, A Toktas, D Ustun - Journal of Ambient Intelligence and …, 2023 - Springer
Tailoring a deep convolutional neural network (CNN) for an implementation is a tedious and
time-consuming task especially in image identification. In this study, an optimization scheme …

Medicinal Plant identification in the wild by using CNN

TN Quoc, VT Hoang - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Plant identification based on deep learning received many attention and effort from the
research community with many promising results. It becomes an active trend in the recent …

Dynamical analysis and fixed-time synchronization of a chaotic system with hidden attractor and a line equilibrium

H Tian, Z Wang, H Zhang, Z Cao, P Zhang - The European Physical …, 2022 - Springer
To further understand the dynamic behaviors of chaotic systems with hidden attractor and a
line equilibrium, we analyzed the fundamental dynamics of the system, including the …

Hyperparameter-tuned batch-updated stochastic gradient descent: Plant species identification by using hybrid deep learning

D Barhate, S Pathak, AK Dubey - Ecological Informatics, 2023 - Elsevier
The accurate identification of plant species is crucial for the conservation of biodiversity.
However, traditional methods for identifying plant species are often complicated, time …

Image Object Recognition via Deep Feature‐Based Adaptive Joint Sparse Representation

W Wei, T Can, W Xin, L Yanhong… - Computational …, 2019 - Wiley Online Library
An image object recognition approach based on deep features and adaptive weighted joint
sparse representation (D‐AJSR) is proposed in this paper. D‐AJSR is a data‐lightweight …

Review of plant leaf recognition

Z Wang, J Cui, Y Zhu - Artificial Intelligence Review, 2023 - Springer
Plants can be seen everywhere in daily life and are closely connected with our lives. The
recognition and classification of plants are of great significance to ecological and …

Plant species recognition using triangle-distance representation

C Yang, H Wei - IEEE Access, 2019 - ieeexplore.ieee.org
Plant species recognition using leaf images is a highly important and challenging issue in
botany and pattern recognition. A center problem of this task is how to accurately extract leaf …