tw-yshuang / Codebook

Real-time foreground–background segmentation using codebook model

Codebook

Implementation of paper - Real-time foreground–background segmentation using codebook model

Requirement

python version: 3.8(tested)

pip install numpy opencv-python

Description

There are 3 files, and the purpose of each file is shown below:

file	purpose
Codebook.py	Implementation of Codebook algorithm.
BackgroundSubtractorCB.py	Make an object that API is similar to other BackgroundSubtractors in cv2.
BS_test.py	Make a comparison for KNN, MOG2, and Codebook. It will show the mask that generates by those 3 algorithms.

Usage

usage: BS_test.py [-h] [-path PATH]

optional arguments:
    -h, --help show this help message and exit
    -path PATH the video path you want to input. (default: pedestrians.avi)

example:
    python3 BS_test.py ./pedestrians.avi