DocumentCode
2398818
Title
Real-time recognition of moving direction of a target object based on historical trajectories
Author
Hsu, Chen-Chien ; Liu, Wei-Chen ; Hong, Chin-Ming
Author_Institution
Dept. of Appl. Electron. Technol., Nat. Taiwan Normal Univ., Taipei, Taiwan
fYear
2011
fDate
8-10 June 2011
Firstpage
70
Lastpage
75
Abstract
This paper presents an effective algorithm to identify moving direction of an object in images based on historical trajectories of the moving object. By continuously acquiring images, temporal differencing is performed to detect the moving object followed by median filtering to reduce noises in the images. After that, opening operation is adopted to remove small objects lacking momentum in the binary image and strengthen the surrounding thickness of those with sufficient momentum. Historical trajectories can therefore be constructed by decreasing the momentum of the binary images as time elapsed based on established rules to decide the moving direction of objects.
Keywords
filtering theory; image denoising; image motion analysis; object detection; binary image; historical trajectories; median filtering; moving object detection; noises reduction; real time recognition; target object; temporal differencing; Filtering; Object recognition; Optical filters; Pixel; Radiation detectors; Trajectory; Video sequences; computer vision; historical trajectories; motion detection; object trajectory; optical flow;
fLanguage
English
Publisher
ieee
Conference_Titel
System Science and Engineering (ICSSE), 2011 International Conference on
Conference_Location
Macao
Print_ISBN
978-1-61284-351-3
Electronic_ISBN
978-1-61284-472-5
Type
conf
DOI
10.1109/ICSSE.2011.5961876
Filename
5961876
Link To Document