Cargando…
A multi-scale approach to detecting standing dead trees in UAV RGB images based on improved faster R-CNN
The health of the trees in the forest affects the ecological environment, so timely detection of Standing Dead Trees (SDTs) plays an important role in forest management. However, due to the large spatial scope of forests, it is difficult to find SDTs through conventional approaches such as field inv...
Autores principales: | Jiang, Xiangtao, Wu, Zhenyu, Han, Siyu, Yan, Hui, Zhou, Bo, Li, Jianjun |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9956600/ https://www.ncbi.nlm.nih.gov/pubmed/36827399 http://dx.doi.org/10.1371/journal.pone.0281084 |
Ejemplares similares
-
Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs
por: dos Santos, Anderson Aparecido, et al.
Publicado: (2019) -
Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN
por: Safonova, Anastasiia, et al.
Publicado: (2021) -
Explainable identification and mapping of trees using UAV RGB image and deep learning
por: Onishi, Masanori, et al.
Publicado: (2021) -
Crack Detection and Comparison Study Based on Faster R-CNN and Mask R-CNN
por: Xu, Xiangyang, et al.
Publicado: (2022) -
The estimation of crop emergence in potatoes by UAV RGB imagery
por: Li, Bo, et al.
Publicado: (2019)