ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing.
Xiliang LiuLi YuKang LiuPeng PengShifen ChengMengdi LiaoFeng LuPublished in: IF&GIS (2017)
Keyphrases
- particle filter
- data pre processing
- spatio temporal
- data analysis
- preprocessing
- data mining
- object tracking
- particle filtering
- visual tracking
- state space
- dimension reduction
- pattern extraction
- mean shift
- appearance model
- image sequences
- kalman filter
- state estimation
- moving objects
- decision tree algorithm
- motion model
- feature selection
- machine learning
- observation model
- data preparation
- missing values
- data mining process
- decision trees
- proposal distribution
- maximum likelihood
- video sequences