Spatio-Temporal Convolution

Spatio-temporal convolution treats video not as a set of independent frames, but as a volumetric structure containing motion. This allows more effective learning of action patterns, motion flow, and event dynamics. It produces strong representations especially for action recognition and behavior analytics. It is one of the core building blocks of deep learning for video.