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HUMAN BODY GENDER AUTOMATIC RECOGNITION METHOD AND APPARATUS

机译:人体性别自动识别方法和装置

摘要

A human body gender automatic recognition method includes: acquiring a current millimeter wave grayscale image, and determining gender part region positions of a human body in the millimeter wave grayscale image according to a pre-set body proportion; extracting a region sub-image corresponding to the gender part region position; performing dimension normalization on the region sub-image to obtain the region sub-image after normalization; performing feature information extraction on the region sub-image after normalization to obtain feature information about the region sub-image after normalization; recognizing the millimeter wave grayscale image by means of each pre-set classifier, and respectively outputting results; and integrating the output results to obtain a classification recognition result of the millimeter wave grayscale image. The method has relatively high recognition rate and calculation efficiency, and solves the problem of a privacy protection and detection method in a millimeter wave security inspection system.
机译:一种人体性别自动识别方法,包括:获取当前的毫米波灰度图像,并根据预设的人体比例确定人体在毫米波灰度图像中的性别部位区域位置。提取对应于性别部位区域位置的区域子图像;对区域子图像进行尺寸归一化,得到归一化后的区域子图像;对归一化后的区域子图像进行特征信息提取,得到归一化后的区域子图像的特征信息;通过每个预设的分类器识别毫米波灰度图像,并分别输出结果;对输出结果进行积分,得到毫米波灰度图像的分类识别结果。该方法具有较高的识别率和计算效率,解决了毫米波安全检查系统中隐私保护和检测方法的问题。

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