Paper Information

Journal:   INTERNATIONAL JOURNAL OF ENGINEERING   APRIL 2008 , Volume 21 , Number 1 (TRANSACTIONS B: APPLICATIONS); Page(s) 39 To 54.
 
Paper: 

STATISTICAL BACKGROUND MODELING BASED ON VELOCITY AND ORIENTATION OF MOVING OBJECTS

 
 
Author(s):  SHARIFZADEH S.*, ARDESHIR G., MIARNAEIMI H.
 
* DEPARTMENT OF COMPUTER AND ELECTRICAL ENGINEERING, NOUSHIRVANI INSTITUTE OF TECHNOLOGY, UNIVERSITY OF MAZANDARAN, BABOL, IRAN
 
Abstract: 

Background modeling is an important step in moving object detection and tracking. In this paper, we propose a new statistical approach in which, a sequence of frames are selected according to velocity and direction of some moving objects and then an initial background is modeled, based on the detection of gray pixel's value changes. To have used this sequence of frames, no estimator or distribution is required. In this work, smoothly changing pixels are modeled by averaging and other statistical calculations are done for more varying pixels. The proposed algorithm works well, even if the moving objects are present in all frames. We have evaluated this novel method successfully on highly textured scenes, with challenging phenomena such as dynamic background, area of high foreground traffic and moving objects with different speeds and sizes. 

 
Keyword(s): BACKGROUND MODELING, ORIENTATION, VELOCITY, MODIFIED SET OF FRAMES
 
References: 
  • ندارد
 
  pdf-File tarjomyar Yearly Visit 72
 
Latest on Blog
Enter SID Blog