Image fusion generation type face changing method based on face reconstruction
A face image and image fusion technology, which is applied in the field of face synthesis in computer vision, can solve the problems of face-changing texture mismatch, etc., to solve the mismatch of facial features, improve similarity and realism, and improve similarity and realism Effect
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[0033] The present invention is applicable to most face-changing scenarios, and the specific use of the present invention will be described in a clear, detailed and complete manner below.
[0034] The present invention uses 300W-LP as the main training data. The 300W-LP data set is obtained by distorting, deforming and flipping the faces of the 300W data set. CelebAMask-HQ is also used as the training data. CelebAMask-HQ contains 30,000 face images , and each image has an area attribute segmentation mask corresponding to the CelebA dataset. In the present invention, 1000 images are sampled from the CelebAMask-HQ data set for testing, and at the same time, in order to verify the versatility of the model, 1000 images are sampled from the Seeprettyface data set for testing.
[0035]For the 300W-LP data set containing 68 3D face key points, the 300W-LP data set is preprocessed, specifically the face alignment is carried out by the MTCNN method, and the face segmentation is carried...
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