METHOD AND COMPONENT FOR IMAGE RECOGNITION

Patent №

US 8,335,355

Granted

2012-12-18

Filed 2010

Owner

FOTONATION VISION LTD.

+1 more

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12764650

A method and system for image recognition in a collection of digital images includes training image classifiers and retrieving a sub-set of images from the collection. For each image in the collection, any regions within the image that correspond to a face are identified. For each face region and any associated peripheral region, feature vectors are determined for each of the image classifiers. The feature vectors are stored in association with data relating to the associated face region. At least one reference region including a face to be recognized is/are selected from an image. At least one classifier on which said retrieval is to be based is/are selected from the image classifiers. A respective feature vector for each selected classifier is determined for the reference region. The sub-set of images is retrieved from within the image collection in accordance with the distance between the feature vectors determined for the reference region and the feature vectors for face regions of the image collection.

AI classification

Vision1.00
Machine learning0.99
AI hardware0.97
Natural language0.74
Knowledge representation0.18
Planning0.11
Speech0.00
Evolutionary computation0.00

Ownership

FOTONATION VISION LTD.

assignment · 242670388

NATIONAL UNIVERSITY OF IRELAND

assignment · 242670388

Assignors

COSTACHE, GABRIEL, CORCORAN, PETER, MULRYAN, RHYS, STEINBERG, ERAN

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

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