公开(公告)号：US10185870B2

公开(公告)日：2019-01-22

申请号：US15499878

申请日：2017-04-27

Applicant: INSTITUTE FOR INFORMATION INDUSTRY

Inventor： Chen-Kuo Chiang ,  Chih-Hsiang Yu ,  Bo-Nian Chen

IPC: G06K9/00 ,  G06N99/00 ,  G06K9/50

Abstract: An identification method includes: sensing movement data; capturing multiple feature data from the movement data; cutting the first feature data into a plurality of first feature segments, dividing the first feature segments into a plurality of first feature groups, and calculating multiple first similarity parameters of the first feature groups respectively corresponding to a plurality of channels; making the first feature groups correspond to the channels according to the first similarity parameters; simplifying the first feature groups corresponding to the channels respectively by a convolution algorithm to obtain a plurality of first convolution results corresponding to the first feature groups; simplifying the first convolution results corresponding to the first feature groups respectively by a pooling algorithm to obtain multiple first pooling results corresponding to the first feature groups; and combining the first pooling results corresponding to the first feature groups to generate a first feature map.