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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …