公开(公告)号：US20190325203A1

公开(公告)日：2019-10-24

申请号：US16471106

申请日：2017-01-20

Applicant: INTEL CORPORATION

Inventor： Anbang Yao ,  Dongqi Cai ,  Ping Hu ,  Shandong Wang ,  Yurong Chen

IPC: G06K9/00 ,  G06N3/08 ,  G06N3/04 ,  G06N20/00 ,  G06K9/46

Abstract: An apparatus for dynamic emotion recognition in unconstrained scenarios is described herein. The apparatus comprises a controller to pre-process image data and a phase-convolution mechanism to build lower levels of a CNN such that the filters form pairs in phase. The apparatus also comprises a phase-residual mechanism configured to build middle layers of the CNN via plurality of residual functions and an inception-residual mechanism to build top layers of the CNN by introducing multi-scale feature extraction. Further, the apparatus comprises a fully connected mechanism to classify extracted features.