Patent · US Active

Machine learning based image processing techniques

US11354782B2 · kind B2 · utility

1Cited by

10References

54Claims

0Family size

Assignee

Outward, Inc. · US

Inventors

Clarence Chui · San Jose, US
Manu Parmar · Sunnyvale, US

Key dates

Filing date	Mar 31, 2021
Grant date	Jun 7, 2022
Priority date	—
Expiry date	Mar 31, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06T2219/2024
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A machine learning based image processing architecture and associated applications are disclosed herein. In some embodiments, a machine learning framework is trained to learn low level image attributes such as object/scene types, geometries, placements, materials and textures, camera characteristics, lighting characteristics, contrast, noise statistics, etc. Thereafter, the machine learning framework may be employed to detect such attributes in other images and process the images at the attribute level.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.