diff --git a/README.md b/README.md
index 39dc840..f71af88 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,17 @@
 GMR Saliency Map [![Build Status](https://secure.travis-ci.org/the-grid/gmr-saliency.png?branch=master)](http://travis-ci.org/the-grid/gmr-saliency)
 ===
 
-The c++ code is 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.
-written by Chuan Yang
-Email: ycscience86@gmail.com
+![saliency map examples](http://i.imgur.com/HtFpSQJ.png)
 
-Ported to MacOS X (and hopefully other Unix OS's) by Vilson Vieira <vilson@void.cc>.
+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.
 
-SLIC implementation by Vilson Vieira <vilson@void.cc>.
+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>.
 
-***************************************************************************
-The code is tested on  MacOS X 10.9.5 with GNU C++ Compiler, using OpenCV 2.4.9.
-**************************************************************************
+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..
 
 Depencencies
 ===
@@ -36,4 +36,6 @@ 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.