MODIFYING COLOR ADJUSTMENT CHOICES BASED ON IMAGE CHARACTERISTICS IN AN IMAGE EDITING SYSTEM

Patent №

US 8,570,339

Granted

2013-10-29

Filed 2011

Owner

XEROX CORPORATION

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13116410

A system and method for dynamically reducing the number of choices by reordering the selectable menu options in each menu of a color adjustment tool based on image content, selections in other menus, and usage history. Color names and color modifiers are reduced and/or reordered through image analysis, with most frequently occurring colors being placed at the top of the menu and excluding less frequently used or unused colors from the menu. Adjustment adjectives are reduced by eliminating nonsensical or rare color adjustment combinations (e.g. make the grays much more colorful, make the blues yellower), and/or reordered based on usage history, either by the individual user or by aggregating over many users.

AI classification

Knowledge representation1.00
Vision1.00
Machine learning0.87
AI hardware0.84
Natural language0.42
Planning0.02
Evolutionary computation0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 263460059

Assignors

BRAUN, KAREN M., WAYMAN, ELIZABETH D., BALA, RAJA, KEHOE, MICHAEL P.

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

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