Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning.
Theodosia VardoulakiMaria VakalopoulouKonstantinos KarantzalosPublished in: JURSE (2017)
Keyphrases
- density estimation
- deep learning
- city block
- unsupervised learning
- mixture model
- probability density function
- gaussian mixture model
- outlier detection
- machine learning
- weakly supervised
- high resolution
- expectation maximization
- em algorithm
- density estimates
- mental models
- image processing
- decision trees
- clustering algorithm
- computer vision