Sparsity-inducing dictionaries as an effective representation for action classification in videos.

Features obtained from sparsity based representation provide enough discriminative information for classification of action videos.

Constructed dictionaries are distinct for a large number of action classes resulting in a significant improvement in classification accuracy.