ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation.
Wenyu ZhangDaniel E. GilbertDavid S. MattesonPublished in: SDM (2019)
Keyphrases
- change detection
- source separation
- blind source separation
- independent component analysis
- remote sensing images
- remote sensing
- denoising
- unsupervised learning
- single channel
- temporal structure
- data streams
- supervised learning
- semi supervised
- gaussian process
- sequential data
- satellite images
- computer vision
- regression model
- image registration
- prior information
- maximum likelihood