Title :
A crowd detecting and tracking algorithm based on projection of grayscale image
Author :
Lu, Huchuan ; Wang, Youjun ; Wang, Zunyi
Author_Institution :
Sch. of Electron. & Inf. Eng., Dalian Univ. of Technol., China
Abstract :
In this paper, an effective algorithm is developed to detect and track multiple people in a specific area. It advances a target detecting algorithm based on projection of grayscale image, while specifying a value function uniting the features which are relatively unchanged for target tracking. Based on our algorithms, the result indicates a system that relatively needs less operations while the precision and efficiency are improved. The system has a certain self-adaptive capability.
Keywords :
object detection; tracking; crowd detection algorithm; crowd tracking algorithm; grayscale image; self-adaptive capability; target detecting algorithm; Airports; Consumer electronics; Graphics; Gray-scale; Head; Histograms; Nearest neighbor searches; Object detection; Shape; Target tracking;
Conference_Titel :
Image and Graphics (ICIG'04), Third International Conference on
Conference_Location :
Hong Kong, China
Print_ISBN :
0-7695-2244-0
DOI :
10.1109/ICIG.2004.2