Road network pixelization: A traffic flow imputation method based on image restoration techniques.
Rong WangMiaofei LiQingwang GuoYunpeng XiaoZhenyi YangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- image restoration
- road network
- traffic flow
- traffic density
- missing values
- travel time
- traffic data
- traffic conditions
- traffic congestion
- missing data
- shortest path
- road traffic
- total variation
- road segments
- traffic flows
- cellular automata
- image processing
- transportation networks
- moving objects
- urban traffic
- markov random field
- route planning
- traffic light
- knn
- super resolution
- traffic information
- trajectory data
- traffic network
- navigation systems
- incomplete data
- feature space
- high quality
- three dimensional
- data sets
- floating car data