C++ implementation for paper "Saliency Detection via Graph-Based Manifold Ranking" by Chuan Yang, Lihe Zhang, Huchuan Lu, Xiang Ruan and Ming-Hsuan Yang. To appear in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Portland, June, 2013.
This implementation was written originally by Chuan Yang ycscience86@gmail.com (3-clause BSD license) and uses an also open source SLIC implementation written by Vilson Vieira/The Grid vilson@thegrid.io.
It was ported and tested on MacOS X 10.9.5 and Ubuntu Linux 14.04 using GNU C++ Compiler and OpenCV 2.4.9..
- OpenCV
In a NodeJS environment:
npm install
grunt
./build/Release foo.png
With common C++ compiler:
make
./gmr-saliency foo.png
You can also import gmr-saliency into your NoFlo project and use the
GetSaliency component to extract saliency maps from JPG/PNG image
files or canvas while in browser.