METHODS AND SYSTEMS FOR RANKING IMAGES USING SEMANTIC AND AESTHETIC MODELS

Patent №

US 9,286,325

Granted

2016-03-15

Filed 2013

Owner

XEROX CORPORATION

Lab

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13898880

A method, a system, and a computer program product for extracting one or more images from a storage medium. A search model is selected based on the availability of a semantically related aesthetic model. A search model includes a generic aesthetic model if the semantically related aesthetic model for query is not available. A semantic score and an aesthetic score are computed based on the selected search model. The images are further ranked based on the semantic and aesthetic score.

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
AI hardware0.99
Planning0.58
Speech0.54
Knowledge representation0.43
Evolutionary computation0.00

Ownership

XEROX CORPORATION

assignment · 304630620

Assignors

MURRAY, NAILA , ,, MARCHESOTTI, LUCA , ,, PERRONNIN, FLORENT , ,

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

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