SYSTEMS AND METHODS FOR ENHANCED IMAGE ADAPTATION

Patent №

US 7,260,261

Granted

2007-08-21

Filed 2003

Owner

MICROSOFT CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10371125

Systems and methods for adapting images for substantially optimal presentation by heterogeneous client display sizes are described. In one aspect, an image is modeled with respect to multiple visual attentions to generate respective attention objects for each of the visual attentions. For each of one or more image adaptation schemes, an objective measure of information fidelity (IF) is determined for a region R of the image. The objective measures are determined as a function of a resource constraint of the display device and as a function of a weighted sum of IF of each attention object in the region R. A substantially optimal adaptation scheme is then selected as a function of the calculated objective measures. The image is then adapted via the selected substantially optimal adaptation scheme to generate an adapted image as a function of at least the target area of the client display.

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.72
Planning0.63
Evolutionary computation0.02
Speech0.00
Natural language0.00

Ownership

MICROSOFT CORPORATION

assignment · 138090897

Assignors

XIE, XING, MA, WEI-YING, ZHANG, HONG-JIANG, CHEN, LIQUN, FAN, XIN

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

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