TECHNIQUES FOR USER CUSTOMIZATION IN A PHOTO MANAGEMENT SYSTEM

Patent №

US 8,913,152

Granted

2014-12-16

Filed 2012

Owner

GOOGLE INC.

AI components

5

ml · vision · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13628820

A computer-implemented technique can receive a plurality of photos and automatically select a subset of the plurality of photos having a high degree of representativeness by jointly maximizing both photo quality and photo diversity to obtain a photo album. The technique can determine one or more clusters for the photo album using a hierarchical clustering algorithm, and store the photo album according to the one or more clusters. The technique can control the manner in which the photo album is displayed using the one or more clusters. The technique can adjust at least one of the one or more clusters and the automatic photo album generation based on user input. The user input can include at least one of adding, deleting, and moving a photo with respect to the one or more clusters. The technique can then re-cluster, automatically generate a new photo album, and/or adjust the presentation.

Machine learningVisionKnowledge representationPlanningEvolutionary computationG06F 16/51G06F 3/04842G06F 18/231G06T 11/60G06V 10/7625H04N 23/62H04N 23/661

AI classification

Knowledge representation1.00
Planning0.95
Machine learning0.91
Vision0.81
Evolutionary computation0.64
AI hardware0.45
Natural language0.00
Speech0.00

Ownership

GOOGLE INC.

assignment · 290380876

Assignors

CARCERONI, RODRIGO, SANKETI, PANNAG RAGHUNATH, SUBRAMANYA, AMARNAG

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

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