TRAINING DATA AUGMENTATION DEVICE AND METHOD FOR 3D POSE ESTIMATION

    公开(公告)号:US20240378749A1

    公开(公告)日:2024-11-14

    申请号:US18656127

    申请日:2024-05-06

    Abstract: A training data augmentation method for three-dimensional (3D) pose estimation includes collecting foot coordinates of each of persons appearing in a two-dimensional image, estimating a ground plane in a three-dimensional space based on the collected foot coordinates, generating three-dimensional pose data by moving or rotating at least one person or moving or rotating the ground plane based on two basis vectors perpendicular to a normal vector of the ground plane, mapping the 3D pose data to two-dimensional pose data based on a focal length of a camera obtained by capturing the two-dimensional image and a principal point of coordinates of the two-dimensional image, and acquiring a pair of the 3D pose data and two-dimensional pose data as training data.

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