A New Approach for Pedestrian Density Estimation Using Moving Sensors and Computer Vision.
Eric K. TokudaYitzchak LockermanGabriel B. A. FerreiraEthan SorrelgreenDavid BoyleRoberto Marcondes Cesar JuniorCláudio T. SilvaPublished in: ACM Trans. Spatial Algorithms Syst. (2020)
Keyphrases
- density estimation
- computer vision
- object detection
- probability density
- probability density function
- mixture model
- outlier detection
- image understanding
- density function
- parzen window
- nonparametric density estimation
- moving objects
- image processing
- machine learning
- gaussian mixture model
- density estimates
- object recognition
- mixture modeling
- em algorithm
- density estimators
- pattern recognition
- kernel density estimation
- multivariate gaussian distribution
- object tracking
- pairwise
- databases
- expectation maximization
- image sequences
- image segmentation