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IMAGE RECOGNITION METHOD BASED ON MICRO FACIAL EXPRESSIONS, APPARATUS AND RELATED DEVICE

机译:基于微面部表情,装置及相关装置的图像识别方法

摘要

Provided are an image recognition method based on micro facial expressions, an apparatus and a related device, relating to computer vision technology for artificial intelligence. The method comprises: obtaining an original facial expression image belonging to a first facial expression type, inputting the original facial expression image into an image enhancement model; the original facial expression image belonging to the first facial expression type is an image containing micro facial expressions; the image enhancement model is obtained by training according to the sample facial expression image belonging to the first facial expression type and the sample facial expression image belonging to a second facial expression type, the expression intensity of the sample facial expression image belonging to the second facial expression type is greater than that of the sample image belonging to the first facial expression type (S101); enhancing the facial expression features of the micro facial expressions in the original facial expression image in the image enhancement model to obtain a target facial expression image belonging to the second facial expression type (S102); identifying the facial expression attribute type corresponding to the target facial expression image, and determining the facial expression attribute type corresponding to the target facial expression image to be the facial expression attribute type corresponding to the original facial expression image (S103).
机译:提供了一种基于微表情的图像识别方法,装置及相关设备,涉及人工智能计算机视觉技术。该方法包括:获得属于第一面部表情类型的原始面部表情图像,将原始面部表情图像输入图像增强模型中;属于第一面部表情类型的原始面部表情图像是包含微面部表情的图像;通过根据属于第一面部表情类型的样本面部表情图像和属于第二面部表情类型的样本面部表情图像进行训练得到图像增强模型,属于第二面部表情的样本面部表情图像的表达强度表情类型大于属于第一面部表情类型的样本图像的表情类型(S101);在图像增强模型中增强原始面部表情图像中的微面部表情的面部表情特征,以获得属于第二面部表情类型的目标面部表情图像(S102);确定与目标面部表情图像相对应的面部表情属性类型,并将与目标面部表情图像相对应的面部表情属性类型确定为与原始面部表情图像相对应的面部表情属性类型(S103)。

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