Single image completion from retrieved image collections
US10885628B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Apr 25, 2019 |
| Grant date | Jan 5, 2021 |
| Priority date | — |
| Expiry date | Jul 3, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method of completing a masked image includes, in part, identifying a multitude of images that are visually similar to the masked image, retrieving a first subset of images from the multitude of images, setting parameters of a neural network to a first set of values in accordance with the data represented by the first retrieved subset, and using the neural network with the first set of parameters to complete the masked image if the neural network having the first set of parameters is determined to meet a threshold value. If the neural network having the first set of parameters is determined not to meet the threshold value, in an iterative manner, another subset of images different from the first subset is retrieved, and the parameters of the neural network are then updated in accordance with the data represented by the other subset until the threshold value is met.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.