gmr-saliency
Advanced tools
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..
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.
FAQs
GMR Saliency Map
We found that gmr-saliency demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
The UK is proposing a bold ban on ransomware payments by public entities to disrupt cybercrime, protect critical services, and lead global cybersecurity efforts.
Security News
Snyk's use of malicious npm packages for research raises ethical concerns, highlighting risks in public deployment, data exfiltration, and unauthorized testing.
Research
Security News
Socket researchers found several malicious npm packages typosquatting Chalk and Chokidar, targeting Node.js developers with kill switches and data theft.