DocumentCode
130169
Title
Intersection image recognition for driving-view images with edge information
Author
Yu-Kumg Chen ; Yi-Qing Lin
Author_Institution
Dept. of Electron. Eng., Huafan Univ., New Taipei, Taiwan
fYear
2014
fDate
28-30 July 2014
Firstpage
1180
Lastpage
1184
Abstract
While a vehicle driving in the street below tall buildings or viaduct, GPS receiver may receive the satellite reflected signals or may not receive satellite signals. That will cause serious positioning errors. This is called as multipath transmission error of global satellite positioning system in the metropolitan area of a city. With using the driving-view image fetched from the video of vehicle event data recorder, a road subimage is derived for intersection image recognition in this paper. Based on edge ratio of road sub-image, the decision of intersection is determined in the proposed algorithm. Upon completion of intersection image recognition, and then with comparison of geographic information system, the multipath transmission error of GPS will be corrected. Experiments are carried out for some VEDR´s videos to demonstration the computational advantage of the proposed method.
Keywords
Global Positioning System; data recording; edge detection; geographic information systems; image recognition; traffic engineering computing; video signal processing; GPS receiver; VEDR videos; edge ratio; geographic information system; global satellite positioning system; intersection image recognition; metropolitan area; multipath transmission error; positioning errors; road subimage; satellite reflected signals; vehicle driving-view image; vehicle event data recorder video; Algorithm design and analysis; Global Positioning System; Image edge detection; Roads; Satellites; Vehicles; Driving-View Image; GPS; GPS Receiver; Geographic Information System; Global Positioning System; Vehicle Event Data Recorder;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2014 IEEE International Conference on
Conference_Location
Hailar
Type
conf
DOI
10.1109/ICInfA.2014.6932828
Filename
6932828
Link To Document