Apparatus and method for performing artificial intelligence encoding and artificial intelligence decoding on image
US10817990B1 · kind B1 · utility
16Cited by
4References
6Claims
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Key dates
| Filing date | Apr 16, 2020 |
| Grant date | Oct 27, 2020 |
| Priority date | — |
| Expiry date | Apr 16, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20084
- WIPO fieldAudio-visual technology
- WIPO sectorElectrical engineering
Abstract
Provided are methods and apparatus related to Artificial Intelligence (AI) downscaling and upscaling and techniques related to reducing artifact problems. Some embodiments include down-scaling an original image through a Deep Neural Network (DNN); generating, from the original image and based on frequency transform coefficients, artifact information representing a region in the first image including an artifact in the first image. Post-processing may be performed based on the artifact information to change pixels in the first image, thus reducing the effect of artifacts.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.