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Sony patents streaming 3D worlds using compressed neural data

Patent drawing
Patent drawing from the official filing.

Sony describes a system where a server learns 3D environments using machine learning and then sends compressed versions of these environments to a device. The device reconstructs the 3D scene in real-time based on the user's current view angle.

Why it mattersThis method could allow high-quality 3D games or virtual spaces to load faster by streaming only the necessary visual data rather than full files.

In the filing’s own words

A content server obtains neural networks representing a plurality of types of three-dimensional scene information by generating training images representing each scene of a display world and performing machine learning. The content server generates a plurality of neural networks, divides each of the plurality of neural networks into packets, randomizes an order of packets, and transmits the packets to a client terminal. The client terminal renders display images corresponding to a latest display viewpoint by restoring the original neural network from the neural networks.

What exactly they claim (claim 1)

1. A content server comprising: one or more processors; and a memory device storing instructions that, when executed by the one or more processors, cause the content server to: generate, as training images, images representing each scene of a three-dimensional display world viewed from a plurality of viewpoints, wherein a state of the three-dimensional display world is configured to change according to an operation; obtain a plurality of types of three-dimensional scene information representing three-dimensional information of each scene by machine learning using the training images as labeled data; and transmit data of the plurality of types of three-dimensional scene information to a client terminal in an order of completion of the machine learning of each scene.

Facts

Company
Sony (Sony Interactive Entertainment Inc.)
Official title
CONTENT SERVER, CLIENT TERMINAL, IMAGE DISPLAY SYSTEM, DISPLAY DATA TRANSMISSION METHOD, AND DISPLAY IMAGE GENERATION METHOD
Publication number
US20260330749A1
Application number
19691501
Filed
May 28, 2026
Published
Oct 22, 2026
Inventors
3
Claims
20

Classified under

G06T 15/20 Physics & computingG06F 3/013 Physics & computingG06N 3/045 Physics & computingG06T 3/40 Physics & computingG06T 15/08 Physics & computing

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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.