An improved Normalized Cross Correlation algorithm for object tracking

2010 ◽  
Author(s):  
Legong Sun ◽  
Zheng Mao
Keyword(s):  
Object Tracking ◽  
Cross Correlation ◽  
Normalized Cross Correlation ◽  
Correlation Algorithm

scholarly journals Depth Estimation Based on Pyramid Normalized Cross-Correlation Algorithm for Vergence Control

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 65199-65211
Author(s):  
Abdulla Mohamed ◽  
Phil F. Culverhouse ◽  
Angelo Cangelosi ◽  
Chenguang Yang
Keyword(s):  
Cross Correlation ◽  
Depth Estimation ◽  
Normalized Cross Correlation ◽  
Correlation Algorithm

scholarly journals Object Tracking by Normalized Cross Correlation and PCA Based Template Updating: Comparative Analysis

2014 ◽  
pp. 189-197
Author(s):  
M.H. Sidram ◽  
N. U. Bhajantri
Keyword(s):  
Principal Component Analysis ◽  
Comparative Analysis ◽  
Object Tracking ◽  
Cross Correlation ◽  
Principal Component ◽  
Outdoor Environment ◽  
Light Conditions ◽  
Stationary Object ◽  
Normalized Cross Correlation ◽  
Template Updating

The principle behind to detect and track non-stationary object via a sequence of frames is addressed. The proposed strategy pushed the Normalized Cross-Correlation (NCCR) to track object by matching the template and updating the template is encouraged through Principal Component Analysis (PCA). This work remarked with exhaustive experiment and witnessed with comparative analysis over dataset related to outdoor environment. The system kernel reveals the capability to track the object and outcome is fairly acceptable to great extent under different light conditions.

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