APPARATUS AND METHOD FOR PROCESSING IMAGE

    公开(公告)号:US20250139868A1

    公开(公告)日:2025-05-01

    申请号:US18921217

    申请日:2024-10-21

    Abstract: A method for image processing is provided. The method includes a step of collecting training data including a raw image, a two-dimensional (2D) image, and a depth image of the same object by using a data collection device, a step of learning the raw image and the 2D image to directly reconstruct a three-dimensional (3D) image from the raw image by using a diffusion network executed by a processor, based on a deep denoising learning method, and a step of updating a parameter of the diffusion network by using an update unit executed by the processor, based on a loss function representing a difference between the reconstructed 3D image and the depth image.

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