Unsupervised Deep Learning Approach to Analyze Spatio-Temporal Change in Satellite Imagery.
Nivedita NukavarapuJiue-An YangMarta M. JankowskaPublished in: IGARSS (2023)
Keyphrases
- deep learning
- satellite imagery
- unsupervised learning
- deep architectures
- weakly supervised
- remote sensing
- change detection
- restricted boltzmann machine
- machine learning
- unsupervised feature learning
- satellite images
- deep belief networks
- supervised classification
- land cover
- urban areas
- semi supervised
- supervised learning
- image processing
- moving objects
- image sequences
- pattern recognition
- multiscale
- mental models
- high dimensional
- dimensionality reduction
- high quality
- feature selection
- data sets
- active learning