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Semantic Soft Segmentation

This repository includes the spectral segmentation approach presented in

Yagiz Aksoy, Tae-Hyun Oh, Sylvain Paris, Marc Pollefeys and Wojciech Matusik, "Semantic Soft Segmentation", ACM Transactions on Graphics (Proc. SIGGRAPH), 2018 

The network for semantic feature generation can be found [here].

Please refer to the [project page] for more information and example data.

The Superpixels class requires [ImageGraphs].

License and citation

This toolbox is provided for academic use only. If you use this code, please cite our paper:

@ARTICLE{sss,
author={Ya\u{g}{\i}z Aksoy and Tae-Hyun Oh and Sylvain Paris and Marc Pollefeys and Wojciech Matusik},
title={Semantic Soft Segmentation},
journal={ACM Transactions on Graphics (Proc. SIGGRAPH)},
year={2018},
pages = {72:1-72:13},
volume = {37},
number = {4}
}

Credit

Parts of this implementation are taken from

Anat Levin, Alex Rav-Acha, Dani Lischinski, "Spectral Matting", IEEE TPAMI, 2008

The original source code for Spectral Matting can be found [here].

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Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

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