background-subtraction
Implementation of a correntropy-based adaptive filter used as a background subtractor.
Compile & run
make
./main.out
Examples
Highway
Input image (original):
Least Mean Squares filter:
Correntropy-based filter:
Videos with heavy camera jitter
Input image (original):
Least Mean Squares filter:
Correntropy-based filter:
Datasets
The datasets can be downloaded from http://www.changedetection.net/
Reference
This work is mainly based on the secction 2 of "Background modeling using Object-based Selective Updating and Correntropy adaptation"