Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.
Hejar ShahabiMaryam RahimzadSepideh Tavakkoli PiralilouOmid GhorbanzadehSaeid HomayouniThomas BlaschkeSamsung LimPedram GhamisiPublished in: Remote. Sens. (2021)
Keyphrases
- multispectral
- deep learning
- unsupervised learning
- image data
- remote sensing data
- deep architectures
- remote sensing
- multispectral images
- remote sensing images
- weakly supervised
- satellite images
- hyperspectral data
- spatial resolution
- restricted boltzmann machine
- image analysis
- deep belief networks
- unsupervised feature learning
- change detection
- hyperspectral
- high resolution
- multi band
- land cover
- hyperspectral imagery
- multispectral satellite images
- object detection
- computer vision
- supervised learning
- image processing
- hyperspectral images
- mental models
- object class
- pairwise
- pattern recognition
- spatial information
- supervised classification
- high dimensional
- object recognition
- training data
- machine learning