Real-Time Chromakey Matting Using Image Statistics

Patent №

US 8,477,149

Granted

2013-07-02

Filed 2010

Owner

UNIVERSITY OF CENTRAL FLORIDA RESEARCH FOUNDATION, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12752238

A method, system and computer readable media for real-time chromakey matting using image statistics. To identify the chroma key spectrum, the system/method executes in three stages. In an off-line training stage, the system performs semi-automatic calibration of the chroma key parameterization. In the real-time classification stage, the system estimates the alpha matte on a GPU. Finally, an optional error minimization stage improves the estimated matte, accounting for misclassifications and signal noise. Given the resulting matte, standard alpha blending composites the virtual scene with the video feed to create the illusion that both worlds coexist.

Machine learningVisionAI hardwareG06V 10/56G06F 18/2135G06V 10/7715H04N 9/75

AI classification

Vision1.00
Machine learning1.00
AI hardware0.78
Planning0.02
Natural language0.00
Speech0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

UNIVERSITY OF CENTRAL FLORIDA RESEARCH FOUNDATION, INC.

assignment · 246880358

Assignors

BEATO, NICHOLAS, HUGHES, CHARLES E., COLBERT, MARK, ZHANG, YUNJUN, YAMAZAWA, KAZUMASA

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

From the same owner

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