Wednesday, May 2, 2012

What to Do Next

We've decided to experiment with superpixels for our project.

We are looking into using the following code:

Superpixel code

As you can see from the baseball player pictures in the aforementioned link, superpixels divide an image into segments along edge boundaries near perfectly. The problem then simplifies into clustering superpixels into larger segments according to labels.

We are also looking very closely at the following paper on hierarchical region segmentation:

Context by Region Ancestry

It is based on work from UC Berkeley's computer vision research group on contour image segmentation:

Berkeley Contour Segmentation

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