Fig. 5

The illustration of temporal aggregation for dynamic features. Module A is responsible for extracting the frame-level dynamic feature for the training dataset or testing sample. And Module B plays a part in the training phase to generate a compact dictionary. Based on the compact dictionary, Module C encodes the dynamic features from the module A into the final video level representation