# GPS2RoadNetwork

**Repository Path**: codetigerpool/GPS2RoadNetwork

## Basic Information

- **Project Name**: GPS2RoadNetwork
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-09-20
- **Last Updated**: 2026-09-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# GPS2RoadNetwork
Reading list of the topic about utilizing vehicle generated GPS data to update road networks

[![Waffle.io - Issues in progress](https://badge.waffle.io/haidaoxiaofei/GPS2RoadNetwork.png?label=in%20progress&title=In%20Progress)](http://waffle.io/haidaoxiaofei/GPS2RoadNetwork)


**Targets**
==

1. Discover added or deleted routes
2. Mine the rich information of routes (e.g., width)
3. ...


**Reading List**
==

1. Existing Work in Map Updates

	1. [*MapFuse: Road Network Fusion for Incremental Map Updates*](/papers/mapfuse.pdf)



2. Outlier Detection

	1. [*Distance-based Outlier Detection in Data Streams*](/papers/distanceOutlier.pdf)

3. Map Inference from GPS

	1. [*Inferring Directed Road Networks from GPS Traces by Track Alignment*](/papers/ijgi-04-02446.pdf)

	2. [*Automatic Generation and Validation of Road Maps from GPS Trajectory Data Sets*](/papers/p1523-li.pdf)
	3. [*Choosing thresholds for density-based map construction algorithms*](/papers/a24-ahmed.pdf)
	4. [*Map Custruction Project*](http://mapconstruction.org). The comparison and evaluation of many existing algorithms. Codes and datasets available! Their paper is also avaialbe [here](/papers/comparisonMapConstruction.pdf).
	5. [*Inferring Road Maps from Global Positioning System Traces*](/papers/2291-08.pdf). Eleven papers compared. Three algorithms are open sourced, which are used in the above project.
	6. [*Constructing street networks from GPS trajectories. In Proc. European Symp. on Algorithms*](http://cs.utsa.edu/~mahmed/Publications/csm_esa2012.pdf)/ [slide](http://algo12.fri.uni-lj.si/reg/proc/presentations/IitsUwfgHiFhcKptMVSlFPedl.pdf)/ [note](notes/note_Ahem.md)
	7. [*Map inference in the face of noise and disparity*](http://www.cs.uic.edu/pub/Bits/JamesBiagioni/biagioni-gis12.pdf)/ [slide](http://www.cs.uic.edu/pub/Bits/JamesBiagioni/biagioni-gis12-slides.pdf)/ [note](notes/note_Biagioni12.md)
	8. [*On vehicle tracking data-based road network generation*](/papers/nwcreation_GIS_2012.pdf)/ [note](/notes/note_Karagiorgou12.md)
	
4. Map Matching

	1. [*A critical review of real-time map-matching algorithms: Current issues and future directions*](/papers/1-s2.0-S0198971514000908-main.pdf)
	2. [*Current map-matching algorithms for transport applications: State-of-the art and future research directions*](/papers/1-s2.0-S0968090X07000265-main.pdf)
	3. [*High accuracy tightly-coupled integrity monitoring algorithm for map-matching*](/papers/1-s2.0-S0968090X13001629-main.pdf)
	
	
**Tools**
==

1. [*A tool for matching crowd- sourced and authoritative geospatial data*](/papers/A-Tool-Du-ID31.pdf)
2. [*Map Custruction Project*](http://mapconstruction.org)