Blind Source Separation

The aim of the project is to separate the images where one image is projected onto the other. This project is for study purpose.

s1 and s2 be two images such that they are not gaussian. x1 and x2 be two images which are linear combination of s1 and s2.

let A be the SVD matrix where A = U * W * V

Here U, V perform rotation and W for scaling.

X = AS

The top two images are the expected outputs s1 and s2.

The middle two images are the inputs x1 and x2.

The bottom two images are the actual outputs.

Installation

Use the package manager pip to install foobar.

pip install cv2
pip install numpy
pip install matplotlib

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.