Comparative Analysis of Moving Object Detection Algorithms

2018 ◽  
pp. 172-181
Author(s):  
Habib Mohammed Hussien ◽  
Sultan Feisso Meko ◽  
Negassa Basha Teshale
Keyword(s):  
Comparative Analysis ◽  
Object Detection ◽  
Moving Object Detection ◽  
Moving Object ◽  
Detection Algorithms

Moving Object Detection Based on Improved Variational GAC Model

2012 ◽  
Vol 562-564 ◽  
pp. 1309-1314 ◽  
Author(s):  
Yang Xu ◽  
Cheng Dong Wu ◽  
Ying Zhao ◽  
Ji Zhao ◽  
Xue Dong Zhang
Keyword(s):  
Object Detection ◽  
Gaussian Mixture ◽  
Moving Object Detection ◽  
Moving Object ◽  
Vector Model ◽  
Initial Contour ◽  
Curve Evolution ◽  
Detection Algorithms ◽  
Level Set Function ◽  
Set Function

In view of the detection of moving object in video sequence, the traditional moving object detection algorithms are researched. The paper presents a new algorithm for object detection based on initial contour and improved variational GAC model. First, this method built up background model utilizing Gaussian mixture model and background subtraction to extract initial contour of the object; taking initial contour as initial value of curve evolution. Then, an improved restriction item is introduced into variational GAC vector model, the proposed restriction item that is a nonlinear hear equation with normalized diffusion rate, therefore re-initialization procedure of level set function is completely eliminated. Iteration number of curve evolution and run time is reduced. The experimental show that accurate contour of moving object is got and this algorithm is effective and feasible in real video environment.

The method of rapid moving object detection in rotating camera

2013 ◽  
Vol 26 (7) ◽  
pp. 624-628
Author(s):  
Jianguo Jiang ◽  
Zhixiang Cai ◽  
Meibin Qi ◽  
Wei Wang
Keyword(s):  
Object Detection ◽  
Moving Object Detection ◽  
Moving Object ◽  
Rotating Camera

scholarly journals Moving Object Detection by 3D Flow Field Analysis

2021 ◽  
Vol 22 (4) ◽  
pp. 1950-1963
Author(s):  
Cansen Jiang ◽  
Danda Pani Paudel ◽  
David Fofi ◽  
Yohan Fougerolle ◽  
Cedric Demonceaux
Keyword(s):  
Flow Field ◽  
Object Detection ◽  
Moving Object Detection ◽  
Moving Object ◽  
Field Analysis ◽  
3D Flow ◽  
Flow Field Analysis
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