Reading list of the topic about utilizing vehicle generated GPS data to update road networks
- Discover added or deleted routes
- Mine the rich information of routes (e.g., width)
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Existing Work in Map Updates
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Outlier Detection
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Map Inference from GPS
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Inferring Directed Road Networks from GPS Traces by Track Alignment
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Automatic Generation and Validation of Road Maps from GPS Trajectory Data Sets
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Choosing thresholds for density-based map construction algorithms
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Map Custruction Project. The comparison and evaluation of many existing algorithms. Codes and datasets available! Their paper is also avaialbe here.
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Inferring Road Maps from Global Positioning System Traces. Eleven papers compared. Three algorithms are open sourced, which are used in the above project.
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Constructing street networks from GPS trajectories. In Proc. European Symp. on Algorithms/ slide/ note
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Map inference in the face of noise and disparity/ slide/ note
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On vehicle tracking data-based road network generation/ note
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Map Matching