Automatic Generation of Road Maps from Low Quality GPS Trajectory Data via Structure Learning

Automatic Generation of Road Maps from Low Quality GPS Trajectory Data via Structure Learning

Up-to-date road maps are critical for intelligent transportation applications, such as car navigation and route planning. Unfortunately, conventional road map generation through surveying and image digitizing is labor intensive and time consuming. Nowadays, a large volume of GPS trajectory data can...

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Bibliographic Details
Main Authors: Jincai Huang, Min Deng, Jianbo Tang, Shuling Hu, Huimin Liu, Sembeto Wariyo, Jinqiang He
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Road map generation
GPS trajectories
structure learning
principal graph
Online Access:https://ieeexplore.ieee.org/document/8542667/

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