Automated change detection in satellite images using machine learning algorithms for Delhi, India.
Abhishek BhattSanjay Kumar GhoshAnil KumarPublished in: IGARSS (2015)
Keyphrases
- machine learning algorithms
- satellite images
- change detection
- remote sensing
- benchmark data sets
- learning algorithm
- machine learning
- satellite imagery
- decision trees
- machine learning methods
- remote sensing images
- learning problems
- data streams
- remotely sensed images
- land cover
- remotely sensed
- image registration
- digital elevation models
- remote sensing imagery
- machine learning approaches
- land cover change
- random forests
- learning models
- multispectral
- shot change detection
- urban areas
- machine learning models
- hyperspectral
- statistical machine learning
- image pairs
- high quality
- real world