SHADOW DETECTION IN A SINGLE IMAGE

Patent №

US 8,577,170

Granted

2013-11-05

Filed 2011

Owner

MICROSOFT CORPORATION

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13234116

A digital image is divided into patches of pixels, or “superpixels”, where each of the pixels in the patch has approximately the same color value and each of the patches is of approximately the same size. Subsequently, eigenvalues are generated for each patch based on the color values of the individual pixels in the patch, as expressed in a multidimensional color-space. A ratio between the first largest eigenvalue and the second largest eigenvalue for each patch is determined and is then, subsequently, normalized, either based on the intensity of the corresponding patch or normalized to a range between zero and one. The resulting values are compared to a threshold to identify those regions of the digital image that are deemed to be in shadow, thereby generating a shadow mask for the digital image, or are weighted to generate a shadow probability mask.

VisionG06T 5/94G06T 7/41G06T 2207/20076

AI classification

Vision1.00
Knowledge representation0.20
Planning0.10
Machine learning0.04
Natural language0.01
AI hardware0.01
Evolutionary computation0.01
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 269150404

Assignors

OMER, IDO, OFEK, EYAL

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

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