Title:
IMAGE PROCESSING METHOD AND APPARATUS, FACE RECOGNITION METHOD AND APPARATUS, AND COMPUTER DEVICE
Document Type and Number:
WIPO Patent Application WO/2019/237846
Kind Code:
A1
Abstract:
The present application relates to an image processing method and apparatus, a face recognition method and apparatus, a computer device and a readable storage medium. The image processing method comprises: acquiring a target image, wherein an object in the target image is wearing glasses; inputting the target image into a glasses removal model, wherein the glasses removal model comprises multiple successively connected convolution-squeezing excitation networks; obtaining a feature map of each feature channel of the target image through a convolution layer in the convolution-squeezing excitation network; obtaining global information of each feature channel according to the feature map through a squeezing excitation layer in the convolution-squeezing excitation network, and learning the global information to generate the weight of each feature channel; respectively conducting weighting processing on the feature map of each feature channel according to the weight through a weighting layer in the convolution-squeezing excitation network, so as to generate a weighted feature map; generating an image in which glasses have been removed and which corresponds to the target image according to the weighted feature map through the glasses removal model. By means of the method, glasses in an image can be effectively removed.
Inventors:
TAI YING (CN)
CAO YUN (CN)
DING SHOUHONG (CN)
LI SHAOXIN (CN)
WANG CHENGJIE (CN)
LI JILIN (CN)
CAO YUN (CN)
DING SHOUHONG (CN)
LI SHAOXIN (CN)
WANG CHENGJIE (CN)
LI JILIN (CN)
Application Number:
PCT/CN2019/085031
Publication Date:
December 19, 2019
Filing Date:
April 29, 2019
Export Citation:
Assignee:
TENCENT TECH SHENZHEN CO LTD (CN)
International Classes:
G06V10/30; G06V10/764; G06V10/774
Foreign References:
| CN107679483A | 2018-02-09 | |||
| CN107945118A | 2018-04-20 | |||
| CN107085716A | 2017-08-22 | |||
| CN108846355A | 2018-11-20 | |||
| CN107392973A | 2017-11-24 | |||
| CN107220600A | 2017-09-29 |
Attorney, Agent or Firm:
BEIJING SAN GAO YONG XIN INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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