AUTOMATIC DIGITAL IMAGE GROUPING USING CRITERIA BASED ON IMAGE METADATA AND SPATIAL INFORMATION

Patent №

US 7,580,952

Granted

2009-08-25

Filed 2005

Owner

MICROSOFT CORPORATION

AI components

2

vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11069662

An automatic digital image grouping system and method for automatically generating groupings of related images based on criteria that includes image metadata and spatial information. The system and method takes an unordered and unorganized set of digital images and organizes and groups related images into image subsets. The criteria for defining an image subset varies and can be customized depending on the needs of the user. Metadata (such as EXIF tags) already embedded inside the images is used to extract likely image subsets. This metadata may include the temporal proximity of images, focal length, color overlap, and geographical location. The first component of the automatic image grouping system and method is a subset image stage that analyzes the metadata and generates potential image subsets containing related images. The second component is an overlap detection stage, where potential image subset is analyzed and verified by examining pixels of the related images.

VisionKnowledge representationG06F 16/587G06F 16/58Y10S 707/99942Y10S 707/99943Y10S 707/99945Y10S 707/99948Y10S 707/99953

AI classification

Vision1.00
Knowledge representation0.86
Natural language0.12
Planning0.02
Machine learning0.02
AI hardware0.01
Evolutionary computation0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 158530915

Assignors

LOGAN, RONALD K., UYTTENDAELE, MATTHEW T., SZELISKI, RICHARD S.

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

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