TY - GEN
T1 - Research of the performance improvement in traffic accident detecting system within the cross road
AU - Yoo, Sungjun
AU - Kim, Youngchan
AU - Lee, Dongyoung
PY - 2007
Y1 - 2007
N2 - The purpose of this paper is to develop incident detection algorithm for improving performance of the automated traffic accident recorder in operation in Korea from 2004. The current automated traffic accident recorder has problems in increase of detection rate(DR) and correct detection rate(CDR) that are sensitive to environmental influences as time elapsed. In order to solve these problems, we developed the improved algorithms by utilizing of the object recognition, grant of weight and fluid approximation algorithm the result of field test for 2 weeks amounted to 28 detections of the movie files, total numbers of real traffic accidents was 6 cases in the detection area during the evaluation period. As the test was 100% of detection rate(DR), 21.4% of correct detection rate(CDR), we learned the system was improved the performance than existing system(DR 66.7% CDR 2.03%).
AB - The purpose of this paper is to develop incident detection algorithm for improving performance of the automated traffic accident recorder in operation in Korea from 2004. The current automated traffic accident recorder has problems in increase of detection rate(DR) and correct detection rate(CDR) that are sensitive to environmental influences as time elapsed. In order to solve these problems, we developed the improved algorithms by utilizing of the object recognition, grant of weight and fluid approximation algorithm the result of field test for 2 weeks amounted to 28 detections of the movie files, total numbers of real traffic accidents was 6 cases in the detection area during the evaluation period. As the test was 100% of detection rate(DR), 21.4% of correct detection rate(CDR), we learned the system was improved the performance than existing system(DR 66.7% CDR 2.03%).
KW - Automated recording system of traffic accident
KW - Correct detection rate(CDR)
KW - Detection rate(DR)
UR - http://www.scopus.com/inward/record.url?scp=37349067763&partnerID=8YFLogxK
U2 - 10.1109/MUE.2007.182
DO - 10.1109/MUE.2007.182
M3 - Conference contribution
AN - SCOPUS:37349067763
SN - 0769527779
SN - 9780769527772
T3 - Proceedings - 2007 International Conference on Multimedia and Ubiquitous Engineering, MUE 2007
SP - 465
EP - 470
BT - Proceedings - 2007 International Conference on Multimedia and Ubiquitous Engineering, MUE 2007
T2 - 2007 International Conference on Multimedia and Ubiquitous Engineering, MUE 2007
Y2 - 26 April 2007 through 28 April 2007
ER -
