This repository offers the code for the Simple Linear Iterative Clustering (SLIC) algorithm with a Python and Matlab interface. In both case a demo file is provided, which should be easy to use. Both versions can produce superpixels for grey, color, as well as images with any other number of channels. If you use the code, please cite the following publication:
"SLIC Superpixels Compared to State-of-the-Art Superpixel Methods", R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, Sabine Süsstrunk, IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: 34 , Issue: 11 , Nov. 2012 )
@ARTICLE{slic_2012,
author={R. {Achanta} and A. {Shaji} and K. {Smith} and A. {Lucchi} and P. {Fua} and S. {Süsstrunk}},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={SLIC Superpixels Compared to State-of-the-Art Superpixel Methods},
year={2012},
volume={34},
number={11},
pages={2274-2282},
month={Nov},}
An example segmentation of an image is shown below:
