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MICROEXPRESSION-BASED IMAGE RECOGNITION METHOD AND APPARATUS, AND RELATED DEVICE

机译:基于微表达的图像识别方法和装置,以及相关设备

摘要

Embodiments of this application disclose a microexpression-based image recognition method and apparatus, and a related device. The method includes: obtaining an original expression image belonging to a first expression type, and inputting the original expression image into an image augmentation model; the original expression image belonging to the first expression type being an image including a microexpression; the image augmentation model being obtained by training with a sample expression image belonging to the first expression type and a sample expression images belonging to a second expression type; augmenting, in the image augmentation model, an expression feature of the microexpression in the original expression image to obtain a target expression image belonging to the second expression type; recognizing an expression attribute type corresponding to the target expression image, and determining the expression attribute type corresponding to the target expression image as an expression attribute type corresponding to the original expression image.
机译:本申请的实施例公开了一种基于微表达的图像识别方法和装置,以及相关设备。该方法包括:获得属于第一表达式类型的原始表达式图像,并将原始表达图像输入到图像增强模型中;属于第一表达式的原始表达式图像是包括微表达的图像;通过利用属于第一表达式的样本表达图像和属于第二表达式的样本表达图像来获得图像增强模型;在图像增强模型中,在图像增强模型中,原始表达式图像中的微表达式的表达式特征,以获取属于第二表达式类型的目标表达式;识别对应于目标表达式图像的表达式属性类型,并将与目标表达式图像相对应的表达式属性类型作为与原始表达式相对应的表达属性类型。

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