THREE-DIMENSIONAL FACE RECOGNITION

Patent №

US 6,947,579

Granted

2005-09-20

Filed 2002

Owner

TECHNION RESEARCH AND DEVELOPMENT FOUNDATION LTD.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10284281

Apparatus for obtaining 3-Dimensional data of a geometric body for matching, and particularly for use in facial matching, comprises a three dimensional scanner for obtaining three-dimensional topographical data of the body, a triangulator for receiving or forming said data into a triangulated manifold, a geodesic converter, for converting the triangulated manifold into a series of geodesic distances between pairs of points of the manifold, and a multi-dimensional scaler, for forming a low dimensional Euclidean representation of the series of geodesic distances, to give a bending invariant representation of the geometric body. In one variant, matching is carried out by taking the principle eigenvalues from the representation and plotting as co-ordinates in a feature space. Tilted or different expression versions of the same face tend to form clusters in the feature space allowing for matching. The apparatus preferably uses the fast marching method for the triangulated domain to obtain the geodesic distances.

Machine learningVisionAI hardwareG06V 20/653G06T 17/00G06V 40/172G01S 17/89

AI classification

Vision1.00
AI hardware0.74
Machine learning0.50
Planning0.01
Knowledge representation0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

TECHNION RESEARCH AND DEVELOPMENT FOUNDATION LTD.

assignment · 134720657

Assignors

BRONSTEIN, ALEXANDER, BRONSTEIN, MICHAEL, KIMMEL, RON

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

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