System and method for super-resolution image processing in remote sensing
US11830167B2 · kind B2 · utility
Inventors
Key dates
| Filing date | Jun 21, 2021 |
| Grant date | Nov 28, 2023 |
| Priority date | — |
| Expiry date | Apr 27, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V20/188
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and a method for super-resolution image processing in remote sensing are disclosed. One or more sets of multi-temporal images with an input resolution and one or more first target images with a first output resolution are generated from one or more data sources. The first output resolution is higher than the input resolution. Each set of multi-temporal images is processed to improve an image match in the corresponding set of multi-temporal images. The one or more sets of multi-temporal images are associated with the one or more first target images to generate a training dataset. A deep learning model is trained using the training dataset. The deep learning model is provided for subsequent super-resolution image processing.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.