Real-Time Population Density Estimation in Dubai Through Deep Learning and Car Counting in Satellite Images.
Nazar ZakiHarsh SinghChu Kiong LooNadeen ZakiSalama AlnuaimiPublished in: ICMLC (2023)
Keyphrases
- density estimation
- satellite images
- deep learning
- multispectral
- change detection
- mixture model
- unsupervised learning
- probability density function
- remote sensing
- outlier detection
- gaussian mixture model
- em algorithm
- machine learning
- mental models
- expectation maximization
- weakly supervised
- graphical models
- clustering algorithm