CPC G06T 13/40 (2013.01) [G06N 3/08 (2013.01); G06T 3/0037 (2013.01); G06T 7/194 (2017.01); G06T 15/04 (2013.01); G06T 17/20 (2013.01)] | 20 Claims |
1. A method for single image-based body animation, the method comprising:
receiving, by a computing device, an input image, the input image including a body image of a person;
extracting, by the computing device, the body image of the person from the input image;
fitting, by the computing device, a generic model to the body image, wherein the generic model is configured to:
receive a set of pose parameters corresponding to a pose of the person; and
generate, based on the set of pose parameters, a generic body shape adopting the pose;
generating, by the computing device and based on the body image and the generic model, a three-dimensional (3D) model, wherein the 3D model is configured to:
receive a set of further pose parameters corresponding to the pose of the person; and
generate, based on the set of further pose parameters, an output image of the person adopting the pose, the output image including at least one feature of the body image of the person being omitted from the generic body shape; and
providing, by the computing device to the 3D model, at least one further set of further pose parameters corresponding to a further pose of the person to generate a frame of an output video, the frame including a further output image of the person adopting the further pose.
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