METHOD FOR HANDLING PIXEL OCCLUSIONS IN STEREO IMAGES USING ITERATIVE SUPPORT AND DECISION PROCESSES

Patent №

US 8,315,426

Granted

2012-11-20

Filed 2010

Owner

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12723324

In stereo images that include occluded pixels and visible pixels, occlusions are handled by first determining, for the occluded pixels, initial disparity values and support for the initial disparity values using an initial support function, an occlusion map and disparities of the visible pixels neighboring the occluded pixels in the stereo images. Then, for the occluded pixels, final disparity values and support for the final disparity values are determined using the initial disparity values, a final support function and a normalization function in an iterative support-and-decision process.

Machine learningVisionAI hardwareG06T 5/77G06T 7/97G06T 2207/10012G06T 2207/20228

AI classification

Vision1.00
Machine learning0.95
AI hardware0.88
Planning0.00
Speech0.00
Natural language0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.

assignment · 249910001

Assignors

YEA, SEHOON, MIN, DONGBO, VETRO, ANTHONY

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

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