A new approach for pedestrian density estimation using moving sensors and computer vision.
Eric K. TokudaYitzchak LockermanGabriel B. A. FerreiraEthan SorrelgreenDavid BoyleRoberto M. Cesar Jr.Cláudio T. SilvaPublished in: CoRR (2018)
Keyphrases
- density estimation
- computer vision
- object detection
- mixture model
- probability density function
- image understanding
- mixture modeling
- probability density
- density function
- outlier detection
- image processing
- pattern recognition
- object recognition
- density estimators
- image sequences
- nonparametric density estimation
- em algorithm
- kernel density estimation
- density estimates
- gaussian mixture model
- expectation maximization
- multivariate gaussian distribution
- machine learning
- moving objects
- image segmentation
- information retrieval
- statistical methods