IP Library Granted Patent US 10,210,380
Granted Patent B2
US 10,210,380 · App. 15/265,012 · Granted Feb 19, 2019

Methods and systems for enhancing user liveness detection

Inventor: Mircea Ionita (Dublin, IE)
Assignee: DAON HOLDINGS LIMITED
G06K9/00288G06K9/00228G06K9/00906G06K9/4652G06K9/52G06T7/60
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Quick Facts
Patent No.
US 10,210,380
App. No.
15/265,012
Granted
Feb 19, 2019
Kind
B2
Abstract

A method for enhancing user liveness detection is provided that includes calculating, by a computing device, parameters for each frame in a video of captured face biometric data. Each parameter results from movement of at least one of the computing device and the biometric data during capture of the biometric data. The method also includes creating a signal for each parameter and calculating a similarity score. The similarity score indicates the similarity between the signals. Moreover, the method includes determining the user is live when the similarity score is at least equal to a threshold score.

Claims (31)

1. A method for enhancing user liveness detection comprising:

capturing, by a camera included in a computing device, facial images of a user in a video;

calculating, by the computing device, parameters for frames included in the video, each parameter resulting from movement of the computing device during said capturing step;

creating a signal for each parameter;

determining whether or not each signal is usable for detecting liveness;

determining each signal is usable for detecting liveness; calculating a similarity score, the similarity score indicating the similarity between the signals; and

determining the user is live when the similarity score is at least equal to a threshold score.

2. A method for enhancing user liveness detection in accordance with claim 1 , said calculating parameters step further comprising calculating, for each frame, an angle of light illuminating the biometric data.

3. A method for enhancing user liveness detection in accordance with claim 2 , said calculating parameters step further comprising calculating a second angle for each frame, the second angle being between a plane defined by a front face of the computing device and a vertical axis.

4. A method for enhancing user liveness detection in accordance with claim 1 , said calculating parameters step further comprising:

calculating a perpendicular distance for each point of interest within a field of view of the computing device; and

calculating an angle for each frame, the angle being between a plane defined by a front face of the computing device and a vertical axis.

5. A computing device for enhancing user liveness detection comprising:

a processor; and

a memory configured to store data, said computing device being associated with a network and said memory being in communication with said processor and having instructions stored thereon which, when read and executed by said processor, cause said computing device to:

capture facial images of a user in a video;

calculate parameters for frames included in the video, each parameter resulting from movement of said computing device during capture of the facial images;

create a signal for each parameter;

determine whether each signal is usable for detecting liveness;

when each signal is usable for detecting liveness calculate a similarity score, the similarity score indicating the similarity between the signals; and

determine the user is live when the similarity score is at least equal to a threshold score.

6. A computing device for enhancing user liveness detection in accordance with claim 5 , wherein the instructions when read and executed by said processor, cause said computing device to calculate, for each frame, an angle of light illuminating the biometric data.

7. A computing device for enhancing user liveness detection in accordance with claim 6 , wherein the instructions when read and executed by said processor, cause said computing device to calculate a second angle for each frame, the second angle being between a plane defined by a front face of the computing device and a vertical axis.

8. A computing device for enhancing user liveness detection in accordance with claim 6 , wherein the instructions when read and executed by said processor, cause said computing device to:

calculate a perpendicular distance for each point of interest within a field of view of the computing device; and

calculate an angle for each frame, the angle being between a plane defined by a front face of the computing device and a vertical axis.

9. A method for enhancing user liveness detection comprising:

calculating, by a computing device, an illumination-based parameter for frames included in a video of captured face biometric data, the parameter resulting from movement of the computing device during capture of the biometric data;

creating a signal for the parameter;

calculating a total change in the signal and incremental changes between sequential frames; and

determining the user is live when the signal is monotonous, the total change is at least ten degrees, and the incremental change between all sequential frames is less than twenty percent of the total change.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 22, 2023
From: DAON ENTERPRISES LIMITED
To: DAON TECHNOLOGY
Reel/Frame 062820/0341 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 4, 2021
From: DAON HOLDINGS LIMITED
To: DAON ENTERPRISES LIMITED
Reel/Frame 057650/0234 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 15, 2016
From: IONITA, MIRCEA, DR.
To: DAON HOLDINGS LIMITED
Reel/Frame 039749/0814 →
Continuity (2)
Continuation In Part 15231863 · Aug 9, 2016
Related Publication 20180046852A1 · Feb 15, 2018
Cited By (1)
US 12,519,783