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METHOD AND COMPUTING DEVICE FOR GENDER RECOGNITION BASED ON LONG DISTANCE VISIBLE LIGHT IMAGE AND THERMAL IMAGE

机译:基于长距离可见光图像和热图像的性别识别方法和计算装置

摘要

A method of recognizing gender processed by a computer system, comprising the steps of: (a) receiving a visible light image acquired by a remote visible light camera and a thermal image acquired by a remote thermal imaging camera with respect to the same subject; (B) detecting a body region from the visible light image and the thermal image, respectively; (C) acquiring a unit feature vector for each of the sub-blocks within the body region, and combining the obtained feature vectors for each block to generate an integrated histogram feature vector for the body region; And (d) calculating a gender score corresponding to the integrated histogram feature vector using a predetermined machine learning algorithm, combining the gender scores calculated for the visible light image and the thermal image to output a gender determination result A gender recognition method is provided.;
机译:一种由计算机系统处理的识别性别的方法,包括以下步骤:(a)接收由远程可见光相机获取的可见光图像和由远程热成像相机获取的针对同一对象的热图像; (B)分别从可见光图像和热图像检测身体区域; (C)为身体区域内的每个子块获取单位特征向量,并将获得的每个块的特征向量进行组合,以生成身体区域的积分直方图特征向量; (d)使用预定的机器学习算法来计算与积分直方图特征向量相对应的性别分数,将针对可见光图像和热图像计算出的性别分数相结合以输出性别确定结果。

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