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US 2020/0349374 A1Published application
Systems and Methods for Face Recognition
AssigneeCherry Labs, Inc.
InventorVasily Morzhakov
Life of this patent
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Abstract
A system for face recognition includes a subsystem, e.g., an autoencoder, for determining whether an image from which a face is to be recognized is of an acceptable or good quality and whether the image includes a face. A subsystem for recognizing the face in an image may be trained using not only good quality images but also some poor quality images that may or may not include a face.
Claims11
A method for minimizing errors in face recognition the method comprising the steps of:
- receiving an image from which a face is to be recognized;
- transforming the image via embedding;
- and
- determining, based on a quality of reconstruction of the transformed image by a first autoencoder, whether the image is of an acceptable quality and includes a face.
1 more element
A system for minimizing errors in face recognition, comprising:
- a processor;
- and
- a memory in communication with the processor and comprising instructions which, when executed by a processing unit in communication with a memory unit, program the processing unit to:
- receive an image from which a face is to be recognized;
- transform the image via embedding;
- and
- determine, based on a quality of reconstruction of the transformed image by a first autoencoder, whether the image is of an acceptable quality and includes a face.
4 more elements
Dependencies are inferred from the claim text.