DETECTING ARTIFICIAL FACIAL IMAGES USING FACIAL LANDMARKS

Patent №

US 11,238,271

Granted

2022-02-01

Filed 2019

Owner

HOCHSCHULE DARMSTADT

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16624840

A method and a device for classifying facial images includes retrieving a first plurality of facial landmarks of a provided facial image associated with a subject, determining a corresponding second plurality of facial landmarks of a captured facial image of the subject, and extracting at least one feature vector based on differences between at least some of the first plurality of facial landmarks and corresponding facial landmarks of the second plurality of facial landmarks, wherein at least some values of the at least one feature vector represent angular values of facial landmarks, and supplying the at least one feature vector to a classifier to classify the provided facial image as a real facial image of the subject or as an artificial facial image.

Machine learningVisionKnowledge representationAI hardwareG06V 40/165G06F 18/2411G06N 20/10G06V 40/167G06V 40/171G06V 40/172G06V 40/40G06V 40/45

AI classification

Vision1.00
Machine learning1.00
AI hardware0.98
Knowledge representation0.59
Planning0.25
Natural language0.05
Evolutionary computation0.00
Speech0.00

Ownership

HOCHSCHULE DARMSTADT

assignment · 522980607

Assignors

BUDHRANI, DHANESH BUDHRANI, SCHERHAG, ULRICH, BUSCH, CHRISTOPH, GOMEZ-BARRERO, MARTA

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

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