Method for automatically estimating age and judging sex by intelligent television
A smart TV and gender technology, applied in the TV field, can solve the problems of loss of initiative, inability to divide user levels, and inability to realize media content control, etc., to achieve the effect of improving intelligence, improving interactive performance, and enhancing initiative.
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[0015] refer to figure 1 , figure 2 , image 3 , Figure 4 and Figure 5 , a smart TV automatic age estimation and gender discrimination method, the implementation process is as follows:
[0016] a. User image acquisition and analysis, use the camera carried by the smart TV to observe the TV user, and extract the user's facial features; use face detection technology to detect the face, obtain the user's face image and perform geometric normalization, Grayscale normalization and other preprocessing operations to obtain the original face image samples that are beneficial to subsequent age estimation and gender classification;
[0017] b. Gender discrimination, since the feature extraction method has little effect on the classification performance of gender, the conventional classic feature extraction method is used for gender feature extraction, and the trained classifier is used for discrimination to obtain the gender of the current user;
[0018] c. Age estimation, strai...
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