AUTOMATIC BROWSING PATH GENERATION TO PRESENT IMAGE AREAS WITH HIGH ATTENTION VALUE AS A FUNCTION OF SPACE AND TIME

Patent №

US 7,471,827

Granted

2008-12-30

Filed 2003

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10688471

Systems and methods for automatic generation of a browsing path across image content to present areas with high attention value are described. In particular, an image is modeled via multiple visual attentions to create a respective set of attention objects for each modeled attention. The attention objects and their respective attributes are analyzed to generate a browsing path to select ones of the attention objects. The browsing path is generated to optimize the rate of information gain from the attention objects as a function of information unit cost in terms of time constraints associated with multiple image browsing modes.

AI classification

Vision1.00
Machine learning1.00
Knowledge representation0.96
Natural language0.86
AI hardware0.80
Evolutionary computation0.78
Planning0.02
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 146370422

Assignors

XIE, XING, MA, WEI-YING, ZHANG, HONG-JIANG, HAO, LIU

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

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