Missing region prediction
US9760978B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 9, 2016 |
| Grant date | Sep 12, 2017 |
| Priority date | — |
| Expiry date | May 9, 2036 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20212
- WIPO fieldAudio-visual technology
- WIPO sectorElectrical engineering
Abstract
Missing region prediction techniques are described. In implementations, an image pair is obtained that includes first and second images. The first image is corrupted by removing a region of content, resulting in a corrupted image having a missing region. The corrupted image and the second image of the image pair are then used to generate a training-image pair. Then, based on a plurality of training-image pairs including the generated training-image pair, a model is trained using machine learning. The model can subsequently be used to predict pixel values of pixels within a subsequent missing region of a subsequent image that is not used as part of the training.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.