TY - GEN
T1 - A Hue-Saturation Histogram difference method to vehicle detection
AU - Yue, Tiezhu
AU - Dai, Yaping
AU - Liu, Yan
PY - 2011
Y1 - 2011
N2 - To prevent moving shadows being false detected as moving vehicles, this paper presents a Hue-Saturation Histogram Difference (HSHD) method for vehicles detection. In the method, H-S histogram of each frame in the detection area is counted firstly. Then, comparing the differences between histograms of two adjacent frames, the peak of differences may stand for a car. Experiments on videos shot in daytime and nighttime show HSHD algorithm is feasible and robust, and the detection accuracy rates are over 97% in daytime, and over 90% even in nighttime.
AB - To prevent moving shadows being false detected as moving vehicles, this paper presents a Hue-Saturation Histogram Difference (HSHD) method for vehicles detection. In the method, H-S histogram of each frame in the detection area is counted firstly. Then, comparing the differences between histograms of two adjacent frames, the peak of differences may stand for a car. Experiments on videos shot in daytime and nighttime show HSHD algorithm is feasible and robust, and the detection accuracy rates are over 97% in daytime, and over 90% even in nighttime.
KW - HSV
KW - Histogram
KW - Vehicle detection
UR - https://www.scopus.com/pages/publications/80052926569
U2 - 10.1109/ICMT.2011.6003121
DO - 10.1109/ICMT.2011.6003121
M3 - Conference contribution
AN - SCOPUS:80052926569
SN - 9781612847740
T3 - 2011 International Conference on Multimedia Technology, ICMT 2011
SP - 31
EP - 34
BT - 2011 International Conference on Multimedia Technology, ICMT 2011
T2 - 2nd International Conference on Multimedia Technology, ICMT 2011
Y2 - 26 July 2011 through 28 July 2011
ER -