Transfer learning for leaf small dataset using improved ResNet50 network with mixed activation functions
R Zhang, Y Zhu, Z Ge, H Mu, D Qi, H Ni - Forests, 2022 - mdpi.com
Taxonomic studies of leaves are one of the most effective means of correctly identifying plant
species. In this paper, mixed activation function is used to improve the ResNet50 network in …
species. In this paper, mixed activation function is used to improve the ResNet50 network in …
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 …
recognition and classification of plants are of great significance to ecological and …
Urban street tree dataset for image classification and instance segmentation
T Yang, S Zhou, Z Huang, A Xu, J Ye, J Yin - Computers and Electronics in …, 2023 - Elsevier
Tree species identification and tree organ segmentation using images are challenging
problems that are useful in many forestry-related tasks. In this paper, the urban street tree …
problems that are useful in many forestry-related tasks. In this paper, the urban street tree …
Urban street tree species identification and factor interpretation model based on natural images
Z Li, H Tao, Y Huai, X Nie - Urban Forestry & Urban Greening, 2024 - Elsevier
Urban street trees bring the beautiful ecological environment for human beings, but also
may harm human health. Tree pollen is an important allergen that causes people to suffer …
may harm human health. Tree pollen is an important allergen that causes people to suffer …
[HTML][HTML] A forestry investigation: exploring factors behind improved tree species classification using bark images
Novel ground-based remote sensing approaches have demonstrated high potential for
accurate and detailed mapping and monitoring of forest ecosystems. These methods enable …
accurate and detailed mapping and monitoring of forest ecosystems. These methods enable …
Improved convolutional neural network for tree species recognition
B Li, Q Jing - Forest Engineering, 2021 - aeeisp.com
In order to improve the correctness and efficiency of tree species recognition, to slow down
the occurrence of overfitting, and to enhance the practicality of tree recognition techniques …
the occurrence of overfitting, and to enhance the practicality of tree recognition techniques …