regularized sparse coding, yet achieves a significant speed up demonstrating its effectiveness for large-scale visual recognition problems

Neural Information Processing Systems 

Sparse coding, a method of explaining sensory data with as few dictionary bases as possible, has attracted much attention in computer vision.