Spoof detection by ultrasonic subdermal probe

• US 9,726,755 B2
• Filed: 09/23/2015
• Issued: 08/08/2017
• Est. Priority Date: 09/23/2015
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Kitchens, II, Jack Conway, Dickinson, Timothy Alan, Schneider, Philip John, Gojevic, Stephen Michael, Breloff, Evan, Hildreth, Evan Robert, Schneider, John Keith
• Primary Examiner(s): PIHULIC, DANIEL T
• Application Number:
  US14/863,114
• Publication Number:
  US 20170082740A1
• Time in Patent Office: 685 Days
• CPC Class Codes: G01S 7/539 using analysis of echo signal for target characterisation; Target signature; Target cross-section
• CPC Class Codes: G06V 40/1382 Detecting the live character of the finger, i.e. distinguishing from a fake or cadaver finger
• CPC Class Codes: G06V 40/1394 using acquisition arrangements
• CPC Class Codes: G06V 40/40 Spoof detection, e.g. liveness detection

Abstract

Methods and systems of determining whether an object is alive, and therefore part of a live individual, are described. An object having an outer surface (e.g. a friction-ridge surface of a finger) and internal parts (e.g. tissue layer, papillae, blood vessels, fat, muscle, nail and bone) is scanned by a system having a transmitter, receiver and computer. One such system has a substantially planar piezoelectric transmit-layer, an ultrasonic receiver array having a plurality of receivers, and a platen. The transmit layer is caused to produce an ultrasound plane-wave traveling toward the object residing on the platen. Using the ultrasonic receiver, ultrasonic energy that has been reflected from the object is detected. The detected ultrasonic energy is analyzed to provide an analysis result, and the analysis result is compared to a template. A determination is made as to whether the analysis result and the template are similar, and the object is declared to be alive if the analysis result is determined to be similar to the template.

Claims

1. A method of determining whether an object is alive, comprising:

providing an ultrasonic sensor having a substantially planar piezoelectric transmit-layer, an ultrasonic receiver array having a plurality of receivers, and a platen;

causing the transmit layer to produce an ultrasound plane-wave traveling toward an object residing on the platen, the object having an outer surface and internal parts;

using the ultrasonic receiver, detecting ultrasonic energy that has been reflected from the object;

analyzing the detected ultrasonic energy to provide an analysis result;

comparing the analysis result to a template;

determining whether the analysis result and the template are similar; and

declaring that the object is alive if the analysis result is determined to be similar to the template.

2. The method of claim 1, wherein:

analyzing detected ultrasonic energy includes determining a distance from the outer surface to at least one of the internal parts;

the template is an acceptable range; and

declaring that the object is alive if the determined distance is in the acceptable range.

3. The method of claim 1, wherein:

analyzing detected ultrasonic energy includes determining a lapsed-time between reflection of the plane-wave from the outer surface and reflection of the at least one of the internal parts;

the template is an acceptable range; and

declaring that the object is alive if the lapsed-time is in the acceptable range.

4. The method of claim 1, wherein the internal parts are selected from the group consisting of papillae, a blood vessel, fat, muscle, and bone.

5. The method of claim 1, wherein the internal part is a tissue layer.

6. The method of claim 1, wherein the analysis result includes a plurality of times, each time being an amount of time between producing the plane-wave and detecting energy reflected from one of the internal parts.

7. The method of claim 6, wherein:

the template is a plurality of acceptable ranges,

determining whether the analysis result and the template are similar includes determining, for each of the plurality of times, whether the time is within one of the acceptable ranges;

declaring that the object is alive if a predetermined number of the plurality of times is determined to be within one of the acceptable ranges.

8. The method of claim 1, wherein the analysis result is a reflected-energy-signal-ratio (“

RESR”

) determined by;

determining an amount of energy reflected by a surface (“

ERS”

) of one of the internal parts;

determining a total amount of energy reflected by the object (“

ERO”

); and

dividing the ERS by the ERO.

9. The method of claim 8, wherein the ERO is determined by summing energy received by the ultrasonic receiver array.

10. The method of claim 1, wherein the analysis result is a reflected-energy-signal-ratio (“

RESR”

) determined by;

determining an amount of energy reflected by a surface (“

ERS”

) of one of the internal parts;

determining a total amount of energy reflected by the internal parts of the object (“

ERI”

); and

dividing the ERS by the ERI.

11. The method of claim 10, wherein the ERI is determined by summing energy reflected by internal structures of the object and received by the ultrasonic receiver array.

12. The method of claim 10, wherein:

the template is an acceptable range, and

declaring that the object is alive if the RESR is in the acceptable range.

13. A system for determining whether an object is alive, comprising:

an ultrasonic sensor having a substantially planar piezoelectric transmit-layer, an ultrasonic receiver array having a plurality of receivers, and a platen; and

a computer in communication with the ultrasonic sensor and programmed to;

cause the transmit layer to produce a plane-wave traveling toward an object residing on the platen, the object having an outer surface and internal parts;

analyze reflected ultrasonic energy that has been detected by the ultrasonic receiver to provide an analysis result;

compare the analysis result to a template;

determine whether the analysis result and the template are similar; and

declare that the object is alive if the analysis result is determined to be similar to the template.

14. The system of claim 13, wherein the computer:

analyzes detected ultrasonic energy by determining a distance from the outer surface to at least one of the internal parts; and

declares that the object is alive if the determined distance is in an acceptable range of the template.

15. The system of claim 13, wherein the computer:

analyzes detected ultrasonic energy by determining a lapsed-time between receipt of a wave reflected from the outer surface and receipt of a wave reflected from the at least one of the internal parts; and

declares that the object is alive if the lapsed-time is in an acceptable range of the template.

16. The system of claim 13, wherein the analysis result is a plurality of times, each time being an amount of time between producing the plane-wave and detecting energy reflected from one of the internal parts.

17. The system of claim 16, wherein the computer:

determines whether the analysis result and the template are similar by determining, for each of the plurality of times, whether the time is within acceptable ranges specified by the template; and

declares that the object is alive if a predetermined number of the plurality of times is determined to be within the acceptable ranges.

18. The system of claim 13, wherein the analysis result is a reflected-energy-signal-ratio (“

RESR”

) determined by;

determining an amount of energy reflected by a surface (“

ERS”

) of one of the internal parts;

determining a total amount of energy reflected by the object (“

ERO”

); and

dividing the ERS by the ERO.

19. The system of claim 18, wherein the ERO is determined by the computer by summing energy received by the ultrasonic receiver array.

20. The system of claim 13, wherein the analysis result is a reflected-energy-signal-ratio (“

RESR”

) determined by;

determining an amount of energy reflected by a surface (“

ERS”

) of one of the internal parts;

determining a total amount of energy reflected by the internal parts of the object (“

ERI”

); and

dividing the ERS by the ERI.

21. The system of claim 20, wherein the ERI is determined by the computer by summing energy reflected by internal structures of the object and received by the ultrasonic receiver array.

22. The system of claim 20, wherein:

the template is an acceptable range, and

the computer declares that the object is alive if the RESR is in the acceptable range.

23. A system for determining whether an object is alive, comprising:

a means for producing an ultrasound plane-wave traveling toward an object residing on a platen, the object having an outer surface and internal parts;

a means for detecting ultrasonic energy that has been reflected from the object;

a means for analyzing the detected ultrasonic energy to provide an analysis result;

a means for comparing the analysis result to a template;

a means for determining whether the analysis result and the template are similar; and

a means for declaring that the object is alive if the analysis result is determined to be similar to the template.

24. The system of claim 23, wherein:

The means for analyzing detected ultrasonic energy includes a means for determining a distance from the outer surface to at least one of the internal parts;

the template is an acceptable range; and

the means for declaring that the object is alive does so if the determined distance is in the acceptable range.

25. The system of claim 23, wherein:

The means for analyzing detected ultrasonic energy includes a means for determining a lapsed-time between reflection of the plane-wave from the outer surface and reflection of the at least one of the internal parts;

the template is an acceptable range; and

the means for declaring that the object is alive does so if the lapsed-time is in the acceptable range.

26. The system of claim 23, wherein the internal parts are selected from the group consisting of papillae, a blood vessel, fat, muscle, and bone.

27. A non-transitory, computer-readable storage medium comprising one or more computer programs of computer readable instructions for execution by one or more processors in communication with an ultrasonic sensor having a substantially planar piezoelectric transmit-layer, an ultrasonic receiver array having a plurality of receivers, and a platen, the computer program(s) comprising instructions for:

causing the transmit layer to produce an ultrasound plane-wave traveling toward an object residing on the platen, the object having an outer surface and internal parts;

using the ultrasonic receiver, detecting ultrasonic energy that has been reflected from the object;

analyzing the detected ultrasonic energy to provide an analysis result;

comparing the analysis result to a template;

determining whether the analysis result and the template are similar; and

declaring that the object is alive if the analysis result is determined to be similar to the template.

28. The storage medium of claim 27, wherein:

the instructions for analyzing detected ultrasonic energy includes instructions for determining a distance from the outer surface to at least one of the internal parts;

the template is an acceptable range; and

the instructions for declaring that the object is alive cause a declaration to be made that the object is alive if the determined distance is in the acceptable range.

29. The storage medium of claim 27, wherein:

the instructions for analyzing detected ultrasonic energy includes instructions for determining a lapsed-time between reflection of the plane-wave from the outer surface and reflection of the at least one of the internal parts;

the template is an acceptable range; and

the instructions for declaring that the object is alive cause a declaration to be made that the object is alive if the lapsed-time is in the acceptable range.

30. The storage medium of claim 27, wherein the internal parts are selected from the group consisting of papillae, a blood vessel, fat, muscle, and bone.