scholarly journals A Highly Adaptive Method for Moving Target Detection in Dynamic Background with a Simplified Manner

2014 ◽  
Vol 102 (10) ◽  
pp. 20-26 ◽  
Author(s):  
Yogendra KumarJain ◽  
Sanket Gupta
Keyword(s):  
Target Detection ◽  
Adaptive Method ◽  
Moving Target ◽  
Moving Target Detection ◽  
Dynamic Background

An Algorithm for Moving Target Detection in Dynamic Background Based on Gray-Weighted Kernel Function

2013 ◽  
Vol 760-762 ◽  
pp. 1874-1878
Author(s):  
Lu Ping Wang ◽  
Lu Ping Zhang ◽  
Ming Zhao
Keyword(s):  
Image Registration ◽  
Target Detection ◽  
Kernel Function ◽  
Image Sequence ◽  
Moving Target ◽  
Moving Target Detection ◽  
Dynamic Background ◽  
Registration Error ◽  
Weighted Kernel ◽  
Dynamic Series

A new detecting algorithm based on gray-weighted kernel function is proposed for the moving target detection (MTD) in dynamic series of image.This algorithm firstly realizes image sequence registration by using the biggest gradient point. Then divides the image into 32*32 sub-images. The moving target can be finally detected based on the changes of gray-weighted kernel function. The testing result shows that the algorithm can detect the moving target in real-time and can suppress the influence caused by image registration error and gray fluctuation effectively.

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