Traffic signal detection from in-vehicle GPS speed profiles using functional data analysis and machine learning.
Yann MénerouxArnaud Le GuilcherGuillaume Saint-PierreMohammad Ghasemi HamedSébastien MustièreOlivier OrfilaPublished in: Int. J. Data Sci. Anal. (2020)
Keyphrases
- machine learning
- data analysis
- vehicle detection
- traffic signal
- urban traffic
- traffic density
- data mining
- real time
- traffic management
- differential gps
- traffic signal control
- traffic conditions
- traffic control
- detection algorithm
- traffic congestion
- road network
- traffic signs
- change detection
- multiagent systems
- anomaly detection
- mobile devices
- computer vision
- learning algorithm