Image generation and editing with latent transformation detection
US11631156B2 · kind B2 · utility
2Cited by
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19Claims
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Key dates
| Filing date | Nov 3, 2020 |
| Grant date | Apr 18, 2023 |
| Priority date | — |
| Expiry date | Apr 1, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
This disclosure includes technologies for image processing, particularly for image generation and editing in a configurable semantic direction. A generative adversarial network is trained with an auxiliary network with an auxiliary task that is designed to disentangle the latent space of the generative adversarial network. Resultantly, a new type of GAN is created to improve image generation or editing in both conditional and unconditional settings.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.