People Counting

Related Publications:

1. Dao Huu Hung, Sheng-Luen Chung, Gee-Sern Hsu, and Hideo Saito, "Real-Time People Counting in Crowded Areas by using Local Empirical Templates and Density Ratios," IEICE Trans. on Information and Systems, Vol. 95-D, No. 7, pp. 1791 - 1803, July 2012 ( Special Issues in Machine Vision and Applications )
2. Dao Huu Hung, Sheng-Luen Chung, and Gee-Sern Hsu, "Local Empirical Templates and Density Ratios for People Counting," Proc. of 10th Asian Conference on Computer Vision, Vol. 4, pp. 90 - 101, Queensland, New Zealand, 2010

Draw the relationship between the number of people in a group and the local density ratio

Density Ratio Bounds The number of pedestrians

0.6 ~ 1.1 2

1.1 ~ 1.4 3

...

With regard to the details of this relationship, please see our publications

Features: Density Ratio = Density of a group of pedestrians / Size of LET

where: LET is the local empirical template who appears in the same image patch with the group of pedestrians. LET is defined as typical foreground made by a single pedestrian

People Counting, tested on the dataset S1, L1, Times 13-57, PETS 2009

People Counting, tested on the dataset S1, L1, Times 13-59, PETS 2009

People Counting, run in the Auto mode

People Counting, run in the manual mode