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
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;
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
DOI :
10.1109/ICSSE.2011.5961876