Fecha de publicación:
02/10/2024
Fuente: Wipo "digitalization"
The present disclosure relates to a system, method, and computer-readable media that modify digital images. In particular a depiction of a human and a region of the human to inpaint is determined from a digital image 5504 and, using an encoder, a structural encoding 5508 from a structure guidance map of the human is generated. Using an encoder, a visual appearance encoding 5510 from the human portrayed in the digital image is also generated. Utilizing a human inpainting generative adversarial neural network 5514, a modified digital image 5518 comprising modified pixels of the region is generated from the structural encoding and the visual appearance encoding of the human. Furthermore, a system generates a local appearance feature tensor 5516 using a parameter neural network 5512 from the visual appearance encoding. The system may generate a spatially varying scaling tensor and a spatially varying shifting tensor by utilizing the parameter neural network.