- 专利标题: 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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申请号: US16639934申请日: 2019-10-10
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公开(公告)号: US11244151B2公开(公告)日: 2022-02-08
- 发明人: Guannan Chen , Honghong Jia , Lijie Zhang
- 申请人: BOE Technology Group Co., Ltd.
- 申请人地址: CN Beijing
- 专利权人: BOE Technology Group Co., Ltd.
- 当前专利权人: BOE Technology Group Co., Ltd.
- 当前专利权人地址: CN Beijing
- 代理机构: Intellectual Valley Law, P.C.
- 优先权: CN201910023676.5 20190110
- 国际申请: PCT/CN2019/110275 WO 20191010
- 国际公布: WO2020/143255 WO 20200716
- 主分类号: G06K9/46
- IPC分类号: G06K9/46 ; G06K9/62 ; G06N3/04 ; G06K9/00 ; G06N3/08
摘要:
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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