Image compression and decompression using embeddings
US10652565B1 · kind B1 · utility
58Cited by
2References
19Claims
0Family size
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Key dates
| Filing date | Oct 12, 2017 |
| Grant date | May 12, 2020 |
| Priority date | — |
| Expiry date | Feb 11, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/01
- WIPO fieldAudio-visual technology
- WIPO sectorElectrical engineering
Abstract
A processing device receives a representation of an image, wherein the image has a first size and the representation has a second size that is smaller than the first size, the representation having been generated from the image by a first portion of a first trained machine learning model. The processing device processes the representation of the image using a second portion of the trained machine learning model to generate a reconstruction of the image and then outputs the reconstruction of the image.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.