high performance computing on graphics processing units: hgpu.org

We introduce a parallel GPU implementation of the Simple Linear Iterative Clustering (SLIC) superpixel segmentation. Using a single graphic card, our implementation achieves speedups of up to 83x from the standard sequential implementation. Our implementation is fully compatible with the standard sequential implementation and the software is now available online and is open source.