Object tracking via graph cuts

2009 ◽  
Author(s):  
Alexander M. Nelson ◽  
Jeremiah J. Neubert
Keyword(s):  
Object Tracking ◽  
Graph Cuts

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.

Efficient Object Tracking in Compressed Video Streams with Graph Cuts

2018 ◽  
Author(s):  
Fernando Bombardelli ◽  
Serhan Gul ◽  
Daniel Becker ◽  
Matthias Schmidt ◽  
Cornelius Hellge
Keyword(s):  
Object Tracking ◽  
Graph Cuts ◽  
Compressed Video ◽  
Video Streams

Multiple-Object Tracking

2011 ◽  
Vol 58 (3) ◽  
pp. 196-200 ◽  
Author(s):  
K. Botterill ◽  
R. Allen ◽  
P. McGeorge
Keyword(s):  
Object Tracking ◽  
Cognitive Processes ◽  
Spatial Location ◽  
Multiple Object Tracking ◽  
Tracking Performance ◽  
Multiple Object

The Multiple-Object Tracking paradigm has most commonly been utilized to investigate how subsets of targets can be tracked from among a set of identical objects. Recently, this research has been extended to examine the function of featural information when tracking is of objects that can be individuated. We report on a study whose findings suggest that, while participants can only hold featural information for roughly two targets this task does not affect tracking performance detrimentally and points to a discontinuity between the cognitive processes that subserve spatial location and featural information.

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