- Patent Title: Computer-implemented method of recognizing facial expression, apparatus for recognizing facial expression, method of pre-training apparatus for recognizing facial expression, computer-program product for recognizing facial expression
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Application No.: US16639934Application Date: 2019-10-10
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Publication No.: US11244151B2Publication Date: 2022-02-08
- Inventor: Guannan Chen , Honghong Jia , Lijie Zhang
- Applicant: BOE Technology Group Co., Ltd.
- Applicant Address: CN Beijing
- Assignee: BOE Technology Group Co., Ltd.
- Current Assignee: BOE Technology Group Co., Ltd.
- Current Assignee Address: CN Beijing
- Agency: Intellectual Valley Law, P.C.
- Priority: CN201910023676.5 20190110
- International Application: PCT/CN2019/110275 WO 20191010
- International Announcement: WO2020/143255 WO 20200716
- Main IPC: G06K9/46
- IPC: G06K9/46 ; G06K9/62 ; G06N3/04 ; G06K9/00 ; G06N3/08

Abstract:
A computer-implemented method of recognizing a facial expression of a subject in an input image is provided. The method includes filtering the input image to generate a plurality of filter response images; inputting the input image into a first neural network; processing the input image using the first neural network to generate a first prediction value; inputting the plurality of filter response images into a second neural network; processing the plurality of filter response images using the second neural network to generate a second prediction value; weighted averaging the first prediction value and the second prediction value to generate a weighted average prediction value; and generating an image classification result based on the weighted average prediction value.
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