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» From GPS Traces to a Routable Road Map
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GIS
2009
ACM
14 years 5 months ago
From GPS Traces to a Routable Road Map
This paper presents a method for automatically converting raw GPS traces from everyday vehicles into a routable road network. The method begins by smoothing raw GPS traces using a...
Lili Cao, John Krumm
GIS
2010
ACM
13 years 2 months ago
Probabilistic modeling of traffic lanes from GPS traces
Instead of traditional ways of creating road maps, an attractive alternative is to create a map based on GPS traces of regular drivers. One important aspect of this approach is to...
Yihua Chen, John Krumm
KDD
1999
ACM
142views Data Mining» more  KDD 1999»
13 years 9 months ago
Mining GPS Data to Augment Road Models
Many advanced safety and navigation applications in vehicles require accurate, detailed digital maps, but manual lane measurements are expensive and time-consuming, making automat...
Seth Rogers, Pat Langley, Christopher Wilson
GISCIENCE
2010
Springer
244views GIS» more  GISCIENCE 2010»
13 years 5 months ago
Detecting Road Intersections from GPS Traces
As an alternative to expensive road surveys, we are working toward a method to infer the road network from GPS data logged from regular vehicles. One of the most important componen...
Alireza Fathi, John Krumm
GIS
2010
ACM
12 years 11 months ago
Integration of GPS traces with road map
Lijuan Zhang, Frank Thiemann, Monika Sester