Street smarts: measuring intercity road quality using deep learning on satellite imagery.
Gabriel CadamuroAggrey MuhebwaJay TanejaPublished in: COMPASS (2019)
Keyphrases
- deep learning
- satellite imagery
- road extraction
- urban areas
- change detection
- remote sensing
- high quality
- satellite images
- unsupervised feature learning
- unsupervised learning
- aerial images
- road network
- land cover
- neural network
- travel time
- mental models
- learning strategies
- weakly supervised
- object detection
- image analysis
- pattern recognition
- feature selection
- machine learning