caomw / OpenGLSC

Implementation of our paper "GLSC: LSC superpixels at over 130 FPS (JRTIP)"

OpenGLSC

An implementation of "Superpixel Segmentation Using Linear Spectral Clustering" on GPU

We provide an executable file in ./bin, source code in ./src and Makefile in ./build This code supports only 64-bit Windows for now, however, you can compile it on Linux using a compiler with C++11 support.

to execute the app, you need to use the following command.

GLSC.exe 118035.jpg 10

To Do List

• clean the code. some useless code should be removed.
• remove platform dependent stuff.

Compile the code

If you want to compile the code by your self, you have to install OpenCV 2.4.X and Visual Studio 2013. And modify the Makefile in ./build folder the corresponding pathes, and then you can execute the following command in your cmd.

%comspec% /k ""Your\VisualStudio\Path\VC\vcvarsall.bat"" amd64
cd .\build
nmake 

Citation

We are very happy if you can cite our paper,

@article{GLSC,
  author="Ban, Zhihua and Liu, Jianguo and Fouriaux, Jeremy",
  title="{GLSC}: {LSC} superpixels at over 130 {FPS}",
  journal="Journal of Real-Time Image Processing",
  year="2016",
  issn="1861-8219",
  doi="10.1007/s11554-016-0652-5"
}

The original paper is:

@inproceedings{li2015superpixel,
  title={Superpixel segmentation using linear spectral clustering},
  author={Li, Zhengqin and Chen, Jiansheng},
  booktitle={2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  pages={1356--1363},
  year={2015},
  organization={IEEE}
}

Note: this source code is under BSD license.

If you have any question about this code, please do not hesitate to contact me at sawpara at 126.com