Patent · US Active

Machine learning based image processing techniques

US10762605B2 · kind B2 · utility

1Cited by

5References

54Claims

0Family size

Assignee

Outward, Inc. · US

Inventors

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

Key dates

Filing date	Aug 6, 2018
Grant date	Sep 1, 2020
Priority date	—
Expiry date	Sep 10, 2038

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.