VIDEO IMAGE QUALITY

Patent №

US 7,542,600

Granted

2009-06-02

Filed 2004

Owner

MICROSOFT CORPORATION

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10970263

Video image quality may be improved by correcting exposure levels and/or enhancing contrast amounts on each frame. One or more of the following phases may be implemented: skin-color model building, face detecting, exposure level correcting, and contrast enhancing. In a described implementation, a Gaussian skin-color model is built for each image frame during runtime. The Gaussian skin-color model is built with training pixels that are selected responsive to a defined skin color range, which is created offline from manually-selected skin pixels of multiple test sequences. In another described implementation, each pixel of an image frame is re-exposed using a ratio of contrast amount control variables (CACVs). More specifically, a pixel may be converted to a corresponding light intensity using a first CACV, and the corresponding light intensity may be reconverted to a pixel using a second CACV to enhance the contrast and possibly reduce fuzziness of the image frame.

VisionPlanningH04N 9/646G06T 5/40G06T 5/92G06T 7/90G06T 2207/30201

AI classification

Vision1.00
Planning0.83
Machine learning0.37
Knowledge representation0.04
AI hardware0.02
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 154670972

Assignors

YU, KEMAN, LI, JIANG, LI, SHIPENG

On an employer assignment, the assignors are typically the inventors.

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