VISUAL DISCRIMINATION MODEL FOR SINGLE IMAGE APPLICATIONS

Patent №

US 7,940,992

Granted

2011-05-10

Filed 2008

Owner

SIEMENS CORPORATE RESEARCH, INC.

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12039086

A computer implemented method for applying a visual discrimination model for single image applications includes receiving an image, defining a plurality of regions of interest in the image including a first region located to contain a feature or object to be detected and a second region located to encompass a background, determining metrics for visibility of the feature or object, wherein the metrics are determined by generating channel Just-Noticeable Difference (JND) maps for the single image determining JND summary metrics for the plurality of regions, and determining a difference in JND metrics between the plurality of regions, and adjusting parameters of the JND metrics to increase a visibility of the feature or object in the image.

Machine learningVisionKnowledge representationG06T 7/0004G06T 2207/20012G06T 2207/30168

AI classification

Vision1.00
Knowledge representation0.69
Machine learning0.53
Planning0.25
AI hardware0.11
Speech0.01
Natural language0.00
Evolutionary computation0.00

Ownership

SIEMENS CORPORATE RESEARCH, INC.

assignment · 208020494

Assignors

JOHNSON, JEFFREY P, NAFZIGER, JOHN S

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

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