More appropriate DenseNetBL classifier for small sample tree species classification using UAV-based RGB imagery

To effectively classify tree species within datasets characterized by limited samples, we introduced a novel approach named DenseNetBL, founded upon the fusion of the DenseNet architecture and a pivotal bottleneck layer. This bottleneck layer, encompassing a compact convolutional component, played a...

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Bibliographic Details
Main Authors: Ni Wang, Tao Pu, Yali Zhang, Yuchan Liu, Zeyu Zhang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023076752