Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks.
Somayeh NezamiEhsan KhoramshahiOlli NevalainenIlkka PölönenEija HonkavaaraPublished in: Remote. Sens. (2020)
Keyphrases
- hyperspectral data
- hyperspectral
- deep learning
- hyperspectral images
- hyperspectral image classification
- hyperspectral imagery
- remote sensing
- pixel classification
- multispectral
- image data
- infrared
- convolutional neural networks
- unsupervised learning
- random projections
- machine learning
- spectral bands
- pattern recognition
- target detection
- hyperspectral remote sensing
- change detection
- feature extraction
- high resolution
- decision trees
- support vector
- supervised learning
- image segmentation
- satellite images
- image processing
- computer vision
- data mining
- color space
- multiscale