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Three-Dimensional Face Recognition Device Based on Three Dimensional Point Cloud and Three-Dimensional Face Recognition Method Based on Three-Dimensional Point Cloud
Three-Dimensional Face Recognition Device Based on Three Dimensional Point Cloud and Three-Dimensional Face Recognition Method Based on Three-Dimensional Point Cloud
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机译:基于三维点云的三维人脸识别装置及基于三维点云的三维人脸识别方法
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摘要
The invention describes a three-dimensional face recognition device based on three-dimensional point cloud and a three-dimensional face recognition method based on three-dimensional point cloud. The device includes a feature region detection unit used for locating a feature region of the three-dimensional point cloud, a mapping unit used for mapping the three-dimensional point cloud to a depth image space in a normalizing mode, a statistics calculation unit used for conducting response calculating on three-dimensional face data in different scales and directions through Gabor filters having different scales and directions, a storage unit obtained by training used for storing a visual dictionary of the three-dimensional face data, a map calculation unit used for conducting histogram mapping on the visual dictionary and a Gabor response vector of each pixel, a classification calculation unit used for roughly classifying the three-dimensional face data, a recognition calculation unit used for recognizing the three-dimensional face data.
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