Device and method of handling image super-resolution
US11010871B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 20, 2020 |
| Grant date | May 18, 2021 |
| Priority date | — |
| Expiry date | Feb 20, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T3/4046
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computing device for handling image super-resolution (ISR), comprises a generator module, for receiving at least one input image, to generate an output image according to at least one first parameter and a first plurality of feature maps generated by at least one first channel attention (CA); a discriminator module, for receiving the output image and a high resolution (HR) image, to generate a second plurality of feature maps and a third plurality of feature maps by at least one second CA, and to generate at least one score according to the second plurality of feature maps, the third plurality of feature maps and at least one second parameter; and a feedback module, for receiving the at least one score, to update the at least one first parameter and the at least one second parameter according to the at least one score and an objective function.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.