Tree species classification using UAS-based digital aerial photogrammetry point clouds and multispectral imageries in subtropical natural forests.
Zhong XuXin ShenLin CaoNicholas C. CoopsTristan R. H. GoodbodyTai ZhongWeidong ZhaoQinglei SunSang BaZhengnan ZhangXiangqian WuPublished in: Int. J. Appl. Earth Obs. Geoinformation (2020)
Keyphrases
- multispectral
- point cloud
- remote sensing
- satellite images
- land cover
- land cover classification
- hyperspectral data
- remotely sensed data
- image data
- remote sensing images
- hyperspectral images
- multispectral images
- spatial resolution
- structure from motion
- photorealistic
- man made
- hyperspectral
- lidar data
- pattern recognition
- hyperspectral imagery
- spectral characteristics
- multispectral satellite images
- image analysis
- supervised classification
- surface reconstruction
- multispectral imaging
- feature vectors
- spectral bands
- decision trees
- feature extraction
- point cloud data
- machine learning
- change detection
- distance measure
- similarity measure
- three dimensional
- image processing