Method for Generating Synthetic Images
AssigneesRobert Bosch GmbH, Cariad SE
InventorAlexander Kugele
Life of this patent
Estimating the term…
Abstract
The invention relates to a Method for generating synthetic images by means of a generative model, in particular a diffusion model, comprising the following steps: Providing an input, Processing the provided input in a first iterative process, at least by a noise remover, wherein in a first noise regulation process, noise in an intermediate generated image is repeatedly reduced and added, Processing an intermediate output of the first iterative process in a second iterative process, at least by the and/or a further noise remover, wherein in a second noise regulation process noise is repeatedly reduced and added in multiple intermediate generated images, Providing an output of the second iterative process.
Claims14
A method for generating synthetic images by means of a generative model, the method comprising the following steps:
- Providing an input,
- Processing the provided input in a first iterative process, at least by a noise remover, wherein in a first noise regulation process, noise in an intermediate generated image is repeatedly reduced and added,
- Processing an intermediate output of the first iterative process in a second iterative process, at least by the and/or a further noise remover, wherein in a second noise regulation process noise is repeatedly reduced and added in multiple intermediate generated images,
- Providing an output of the second iterative process.
(canceled)
Data processing apparatus comprising:
- one or more processors;
- a non-transitory computer-readable storage medium comprising instructions, which when executed by at least one computer, cause the computer to:
- Provide an input,
- Process the provided input in a first iterative process, at least by a noise remover, wherein in a first noise regulation process, noise in an intermediate generated image is repeatedly reduced and added,
- Process an intermediate output of the first iterative process in a second iterative process, at least by the and/or a further noise remover, wherein in a second noise regulation process noise is repeatedly reduced and added in multiple intermediate generated images, and
- Provide an output of the second iterative process.
Computer-readable storage medium, comprising instructions which, when executed by at least one computer, cause the computer to:
- Provide an input,
- Process the provided input in a first iterative process, at least by a noise remover, wherein in a first noise regulation process, noise in an intermediate generated image is repeatedly reduced and added,
- Process an intermediate output of the first iterative process in a second iterative process, at least by the and/or a further noise remover, wherein in a second noise regulation process noise is repeatedly reduced and added in multiple intermediate generated images, and
- Provide an output of the second iterative process.
Dependencies are inferred from the claim text.