Patent ID: 11935214
Assignee: BAIDU USA LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method comprising:
splitting an input video into a set of video sequences, which comprise one or more video frames;
generating one or more object masks, which represent one or more areas comprising an object or objects targeted to be removed and inpainted in the video sequences;
generating optical flows for each video sequence; and
for each video sequence from the set of video sequences:
adaptively training an inpainting model, which has been pretrained, using, as inputs into the inpainting model independent from being input, if at all, into a loss function, masked patch samples, in which patch samples were selected from the video sequence using at least some of the optical flows to obtain an updated inpainting model; and
using the updated inpainting model to modify the video sequence to inpaint at least part of the video sequence.