SELFIE PERSPECTIVE UNDISTORTION BY 3D FACE GAN INVERSION

    公开(公告)号:US20240281936A1

    公开(公告)日:2024-08-22

    申请号:US18113036

    申请日:2023-02-22

    Applicant: Snap Inc.

    CPC classification number: G06T5/77 G06V40/166 G06T2207/20084 G06T2207/20132

    Abstract: A method of correcting perspective distortion of a selfie image captured with a short camera-to-face distance by processing the selfie image and generating an undistorted selfie image appearing to be taken with a longer camera-to-face distance. A pre-trained 3D face GAN processes the selfie image, inverts the 3D face GAN to obtain improved face latent code and camera parameters, fine tunes a 3D face GAN generator, and manipulates camera parameters to render a photorealistic face selfie image. The processed selfie image has less distortion in the forehead, nose, cheek bones, jaw line, chin, lips, eyes, eyebrows, ears, hair, and neck of the face.

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