A Novel Moving Object Tracking Method Using ICA-R

2009 ◽  
pp. 859-864
Author(s):  
Xiaohong Ma ◽  
Lixin Wang ◽  
Yi Feng ◽  
Hualou Liang
Keyword(s):  
Object Tracking ◽  
Moving Object ◽  
Tracking Method ◽  
Moving Object Tracking

An Improved Moving Object Tracking Method Based on Graph Cuts

2014 ◽  
Vol 596 ◽  
pp. 398-401
Author(s):  
Ming Jie Zhang ◽  
Bao Sheng Kang
Keyword(s):  
Object Tracking ◽  
Surveillance System ◽  
Traditional Method ◽  
Graph Cuts ◽  
Moving Object ◽  
Video Sequences ◽  
Tracking Method ◽  
Centroid Distance ◽  
Moving Object Tracking ◽  
Better Than

In order to improve efficiency of object tracking in occlusion states. A method to detect and automatically track was present in a surveillance system. Firstly, a graph cuts method was employed to segment image from a static scene. To identify foreground objects by positions and sizes of the obtained foreground regions. In addition, the performance to track objects was improved by using the improved overlap tracking method, the tracking method was used to analyze the centroid distance between neighboring objects and help object tracking in occlusion states of merging and splitting. By the experiments of moving object tracking in three video sequences, the experimental results exhibit that the proposed method is better than the traditional method.

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