METHOD FOR DETECTING PIXEL OUTLIERS

Patent №

US 8,559,730

Granted

2013-10-15

Filed 2010

Owner

FOVEON, INC.

Lab

AI components

2

vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12882819

A method for identifying singleton outlier pixels in a selected color space in a digital image including a plurality of pixels, includes for each 3×3 patch of pixels in the image, calculating the diameter of the 3×3 patch of pixels. For each pixel in the patch, the distance to its nearest neighbor pixel within the patch is computed, as measured in the selected color space. The computed distance from each pixel in the patch is compared to its nearest neighbor with a threshold that is a preselected fraction of the diameter. A center pixel in the patch is identified as an outlier pixel if its calculated distance to its nearest neighbor is the largest distance to a nearest neighbor and exceeds the threshold.

AI classification

Vision1.00
Knowledge representation0.72
Machine learning0.07
Evolutionary computation0.06
Speech0.00
Natural language0.00
AI hardware0.00
Planning0.00

Ownership

FOVEON, INC.

assignment · 251870682

Assignors

CUTZU, FLORIN, CHAWLA, SUMIT, COOPER, TED, WILLIAMS, ROBERT A.

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

From the same owner

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