METHOD, SYSTEM, AND COMPUTER-READABLE MEDIUM FOR OBTAINING AGGREGATED MULTI-SCALE FIRST AND SECOND DIMENSIONAL RECEPTIVE FIELD INFORMATION

摘要

In an embodiment, a method includes: aggregating information from a corresponding combination of all of multi-scale first dimensional receptive fields and each of multi-scale second dimensional receptive fields, so that information from multi-scale first and second dimensional receptive fields corresponding to the multi-scale second dimensional receptive fields is obtained; wherein the multi-scale first dimensional receptive fields being first dimensional is being one of spatial and temporal, and the multi-scale second dimensional receptive fields being second dimensional is being the other of spatial and temporal; wherein a corresponding first convolutional neural network operation set provides each of the multi-scale second dimensional receptive fields and each operation of the first convolutional neural network operation set has a corresponding first dimensional local to local constraint; and aggregating the information from a combination of the multi-scale first and second dimensional receptive fields to obtain aggregated multi-scale first and second dimensional receptive field information.