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http://dx.doi.org/10.9728/dcs.2013.14.4.447

Design and Implementation of Vehicle Route Tracking System using Hadoop-Based Bigdata Image Processing  

Yang, Seongeun (강원대학교 컴퓨터정보통신공학전공)
Choi, Changyeol (강원대학교 컴퓨터정보통신공학전공)
Choi, Hwangkyu (강원대학교 컴퓨터정보통신공학전공)
Publication Information
Journal of Digital Contents Society / v.14, no.4, 2013 , pp. 447-454 More about this Journal
Abstract
As the surveillance CCTVs are increasing every year, big data image processing for the CCTV image data has become a hot issue. In this paper, we propose a Hadoop-based big data image processing technique to recognize a vehicle number from a large amount of automatic number plate images taken from CCTVs. We also implement the vehicle route tracking system that displays the moving path of the searched vehicle on Google Maps with the related information together. In order to evaluate the performance we compare and analysis the vehicle number recognition time for a lot of CCTV image data in Hadoop and the single PC environment.
Keywords
ANPR; Big Data; CCTV; Google Maps; Hadoop;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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