Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving.
Mario Muñoz OrganeroRamona Ruiz-BlazquezLuis Sánchez FernándezPublished in: Comput. Environ. Urban Syst. (2018)
Keyphrases
- automatic detection
- outlier detection
- deep learning
- traffic light
- traffic congestion
- urban areas
- traffic information
- traffic flow
- traffic data
- traffic conditions
- traffic management
- unsupervised learning
- detection algorithm
- traffic signs
- knowledge discovery
- detecting outliers
- data streams
- machine learning
- intelligent control
- data mining
- travel time
- detect outliers
- weakly supervised
- mental models
- autonomous vehicles
- navigation systems
- traffic accidents
- databases
- geographic information systems
- road network
- computer vision
- network traffic
- image processing
- learning algorithm