COMPUTATION OF INTRINSIC PERCEPTUAL SALIENCY IN VISUAL ENVIRONMENTS, AND APPLICATIONS

Patent №

US 8,098,886

Granted

2012-01-17

Filed 2006

Owner

CALIFORNIA INSTITUTE OF TECHNOLOGY

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11430684

Detection of image salience in a visual display of an image. The image is analyzed at multiple spatial scales and over multiple feature channels to determine the likely salience of different portions of the image. One application for the system is in an advertising context. The detection may be improved by second order statistics, e.g. mean and the standard deviations of different image portions relative to other portions. Different edges may be considered as being extended edges by looking at the edges over multiple spatial scales. One set of feature channels can be optimized for use in moving images, and can detect motion or flicker. The images can be obtained over multiple spectral ranges the user can be instructed about how to maximize the saliency. This can be applied to automatically evaluate and optimize sales or advertisement displays.

VisionG06T 7/12G06V 10/454G06V 10/462G06T 2207/10016

AI classification

Vision1.00
Machine learning0.04
AI hardware0.03
Planning0.01
Evolutionary computation0.00
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

CALIFORNIA INSTITUTE OF TECHNOLOGY

assignment · 178730477

Assignors

KOCH, CHRISTOF, ITTI, LAURENT

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

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