TY - GEN
T1 - ITS information source
T2 - 2012 4th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012
AU - Nurhadiyatna, Adi
AU - Hardjono, Benny
AU - Wibisono, Ari
AU - Jatmiko, Wisnu
AU - Mursanto, Petrus
PY - 2012
Y1 - 2012
N2 - Inteligent Transportation System (ITS) is becoming a world wide solution for traffic problem. Various source of information should support the ITS decision making, to name a few: social media, mobile agent, and Closed Circuit Television or CCTV. In this paper we present a method to estimate vehicles speed using video processing in real time. Principal Component Analysis (PCA) is used to clasify vehicles. Kalman filter is harnessed to track and identify passing vehicles in real time. Then vehicle speed can be estimated via Euclidean Distance method. Speed accuracy obtained from ten video data, is in the ranges of 63 to 99.5%. The video data from this research is made available for public use.
AB - Inteligent Transportation System (ITS) is becoming a world wide solution for traffic problem. Various source of information should support the ITS decision making, to name a few: social media, mobile agent, and Closed Circuit Television or CCTV. In this paper we present a method to estimate vehicles speed using video processing in real time. Principal Component Analysis (PCA) is used to clasify vehicles. Kalman filter is harnessed to track and identify passing vehicles in real time. Then vehicle speed can be estimated via Euclidean Distance method. Speed accuracy obtained from ten video data, is in the ranges of 63 to 99.5%. The video data from this research is made available for public use.
UR - http://www.scopus.com/inward/record.url?scp=84875100108&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84875100108
SN - 9789791421157
T3 - 2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings
SP - 179
EP - 184
BT - 2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings
Y2 - 1 December 2012 through 2 December 2012
ER -