More appropriate DenseNetBL classifier for small sample tree species classification using UAV-based RGB imagery-Reference-Cited by-同舟云学术

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

Published:2023-10 Issue:10 Volume:9 Page:e20467
ISSN:2405-8440
Container-title:Heliyon
language:en
Short-container-title:Heliyon

Author:

Wang Ni^ORCID,Pu Tao^ORCID,Zhang Yali,Liu Yuchan,Zhang Zeyu

Publisher

Elsevier BV

Subject

Multidisciplinary

Reference42 articles.

1. A non-invasive learning branch to capture leaf-image attention for tree species classification;Song;Multimed. Tool. Appl.,2022

2. A framework for mapping tree species combining hyperspectral and LiDAR data: role of selected classifiers and sensor across three spatial scales;Ghosh;Int. J. Appl. Earth Obs. Geoinf.,2014

3. A tree species mapping method from UAV images over urban area using similarity in tree-crown object histograms;Feng;Rem. Sens.,2019

4. Individual tree segmentation and tree species classification in subtropical broadleaf forests using UAV-based LiDAR, hyperspectral, and ultrahigh-resolution RGB data;Qin;Rem. Sens. Environ.,2022

5. Weakly supervised instance attention for multisource fine-grained object recognition with an application to tree species classification;Aygunes;ISPRS J. Photogramm. Rem. Sens.,2021

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Enhancing spatio-temporal environmental analyses: A machine learning superpixel-based approach;Heliyon;2024-07

2. Status, advancements and prospects of deep learning methods applied in forest studies;International Journal of Applied Earth Observation and Geoinformation;2024-07

3. Improving Artificial-Intelligence-Based Individual Tree Species Classification Using Pseudo Tree Crown Derived from Unmanned Aerial Vehicle Imagery;Remote Sensing;2024-05-22

4. Crop Classification Combining Object-Oriented Method and Random Forest Model Using Unmanned Aerial Vehicle (UAV) Multispectral Image;Agriculture;2024-03-29