METHOD AND DEVICE FOR RECOGNIZING FACIAL EXPRESSIONS
First Claim
1. A method for recognizing face expressions, comprising:
- recognizing expression categories of expressions in a plurality of face images and obtaining recognition results between each expression category and another expression category;
obtaining similarities between each expression category and another expression category according to the recognition results;
classifying the expression categories into a plurality of expression groups according to the similarities;
training a first recognition model to classify the expressions in the face images into the expression groups; and
training a second recognition model for each of the expression groups to classify the face images in each of the expression groups into one of the expression categories.
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Abstract
A method for recognizing face expressions is provided. The method includes: recognizing expression categories of expressions in a plurality of face images and obtaining recognition results between each expression category and another expression category; obtaining similarities between each expression category and another expression category according to the recognition results; classifying the expression categories into a plurality of expression groups according to the similarities; training a first recognition model to classify the expressions in the face images into the expression groups; and training a second recognition model for each of the expression groups to classify the face images in each of the expression group into one of the expression categories.
3 Citations
18 Claims
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1. A method for recognizing face expressions, comprising:
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recognizing expression categories of expressions in a plurality of face images and obtaining recognition results between each expression category and another expression category; obtaining similarities between each expression category and another expression category according to the recognition results; classifying the expression categories into a plurality of expression groups according to the similarities; training a first recognition model to classify the expressions in the face images into the expression groups; and training a second recognition model for each of the expression groups to classify the face images in each of the expression groups into one of the expression categories. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A device for recognizing face expressions, comprising:
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one or more processors; and one or more computer storage media for storing one or more computer-readable instructions, wherein the processor is configured to drive the computer storage media to execute the following tasks; recognizing expression categories of expressions in a plurality of face images and obtaining recognition results between each expression category and another expression category; obtaining similarities between each expression category and another expression category according to the recognition results; classifying the expression categories into a plurality of expression groups according to the similarities; training a first recognition model to classify the expressions in the face images into the expression groups; and training a second recognition model for each of the expression groups to classify the face images in each of the expression groups into one of the expression categories. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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Specification