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SamsungGranted patentAI & softwareInterest 6/10

Samsung patents video method that keeps moving images smooth frame by frame

Samsung describes a method for creating video where a computer network generates one image at a time. It uses the previous image to help create the next one, ensuring the motion looks smooth and consistent over time.

Why it mattersThis technique could help software create more realistic and stable video animations without needing to process every frame independently.

In the filing’s own words

Autoregressive content rendering for temporally coherent video generation includes generating, by an autoencoder, a plurality of predicted images. The plurality of predicted images is fed back to the autoencoder network. The plurality of predicted images may be encoded by the autoencoder network to generate a plurality of encoded predicted images. The autoencoder network encodes a plurality of keypoint images to generate a plurality of encoded keypoint images. One or more predicted images of the plurality of predicted images are generated by the autoencoder network by decoding a selected encoded keypoint image of the plurality of encoded keypoint images with an encoded predicted image of the plurality of encoded predicted images of a prior iteration of the autoencoder network.

What exactly they claim (claim 1)

1. A method, comprising: generating, by an autoencoder network, a plurality of predicted images, wherein the plurality of predicted images are red, green, blue (RGB) images; feeding the plurality of predicted images back to the autoencoder network; encoding the plurality of predicted images to generate a plurality of encoded predicted images; and encoding a plurality of keypoint images to generate a plurality of encoded keypoint images; wherein one or more predicted images of the plurality of predicted images are generated by decoding a selected encoded keypoint image of the plurality of encoded keypoint images with an encoded predicted image of the plurality of encoded predicted images of a prior iteration of the autoencoder network.

Facts

Company
Samsung (SAMSUNG ELECTRONICS CO., LTD.)
Official title
Autoregressive content rendering for temporally coherent video generation
Patent number
US12755465B2
Application number
18428487
Filed
Jan 31, 2024
Granted
Oct 6, 2026
Inventors
5
Claims
20

Classified under

G06T 13/00 Physics & computingG06V 10/764 Physics & computing
Read the full filing (official PDF) ↗ Open in the Patent Tracker

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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.