Modeling images as sets of weighted features

Patent №

US 8,774,498

Granted

2014-07-08

Filed 2009

Owner

XEROX CORPORATION

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12361235

An apparatus, method, and computer program product are provided for generating an image representation. The method includes receiving an input digital image, extracting features from the image which are representative of patches of the image, generating weighting factors for the features based on location relevance data for the image, and weighting the extracted features with the weighting factors to form a representation of the image.

AI classification

Vision1.00
AI hardware0.94
Machine learning0.92
Natural language0.88
Knowledge representation0.51
Planning0.00
Evolutionary computation0.00
Speech0.00

Ownership

XEROX CORPORATION

assignment · 221680758

Assignors

DE CAMPOS, TEOFILO E., PERRONNIN, FLORENT C.

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

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