Cartoon+Texture Decomposition

Description

A Python implementation of Cartoon+Texture decomposition algorithm proposed in [Baudes+11].

Requirements

• Python > 3.5
• OpenCV
• matplotlib (example)

Installation

git clone https://github.com/tochikuji/Cartoon-Texture-Decomposition
cd Cartoon-Texture-Decomposition
pip install .

Example

import cv2
from cartex import CartoonTextureDecomposition 

img = cv2.imread("./lenna.png", 0)
decomposer = CartoonTextureDecomposition()
cartoon, texture = decomposer.decompose(img)

Then we get the decomposition result as following (sigma=2):

Original

Cartoon Part

Texture Part

LICENSE

Apache 2.0

Refer to LICENSE

Author

Aiga SUZUKI [email protected]