User authentication apparatus
US-2016373438-A1 · Dec 22, 2016 · US
US10528805B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10528805-B2 |
| Application number | US-201715810848-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 13, 2017 |
| Priority date | Nov 30, 2016 |
| Publication date | Jan 7, 2020 |
| Grant date | Jan 7, 2020 |
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A biometric authentication apparatus acquires biometric information of a user, extracts a boundary candidate where a state of the biometric information changes, to extract a region in a vicinity of the boundary candidate and having a threshold area or greater, extracts a state feature quantity having a value that changes according to a change in the state of the biometric information, from the extracted region, and judges the state of the biometric information using the state feature quantity of the extracted region.
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What is claimed is: 1. A biometric authentication apparatus comprising: a memory configured to store a program and registration data; and a processor configured to execute the program to perform a process including acquiring a palm image of a palm of a hand of a user from a capturing device; extracting a boundary candidate, related to line information of the hand, where an open or closed state of the palm changes, to extract a region in a vicinity of the boundary candidate and having a threshold area or greater, wherein the boundary candidate is one of first line information having properties of contour lines of fingers or nails of the hand, located in front of the palm in a state in which the fingers are bent and the palm is closed, and second line information having properties of one of a heart line, a head line, and a life line existing on the palm; extracting a state feature quantity having a value that changes according to a change in the open or closed state of the palm, from the extracted region, wherein the state feature quantity includes one of information indicating differences in biometric features of skin at the palm and at a back of the fingers of the hand when the boundary candidate is the first line information, and information that changes according to an inclination of the palm from a horizontal state or according to a distance between a part of the palm in a range of the region and the capturing device when the boundary candidate is the second line information; judging the open or closed state of the palm using the state feature quantity of the extracted region, wherein the judging judges the closed state of the palm when at least one state feature quantity greater than or equal to a threshold value exists, and judges the open state of the palm when only state feature quantities less than the threshold value exist; and matching the palm image against the registration data registered in advance in the memory when the judging judges the open state of the palm, to verify an identity of the user as the user who registered the registration data in advance, when the palm image and the registration data match. 2. The biometric authentication apparatus as claimed in claim 1 , wherein the extracting the boundary candidate extracts a region surrounded by a plurality of boundary candidates when the plurality of boundary candidates are extracted. 3. The biometric authentication apparatus as claimed in claim 1 , wherein the state feature quantity further includes line information having components extending perpendicularly to a fingertip direction. 4. The biometric authentication apparatus as claimed in claim 1 , wherein the judging judges that the palm is in the closed state when an absolute value of a difference of state feature quantities within different regions is greater than or equal to a predetermined threshold value, and judges that the palm is in the open state when the absolute value is less than the predetermined threshold value. 5. The biometric authentication apparatus as claimed in claim 1 , wherein the judging outputs, to an output device, a message urging the user to open the palm when the judging judges that the palm is in the closed state. 6. The biometric authentication apparatus as claimed in claim 1 , wherein the process further includes acquiring attribute information of the user, used to verify the identity of the user, at a time of registration when the registration data of the biometric information is registered, or at a time of authentication when the user is authenticated. 7. A biometric authentication method comprising: acquiring, by a capturing device, a palm image of a palm of a hand of a user; extracting, by a computer, a boundary candidate, related to line information of the hand, where an open or closed state of the palm changes, to extract a region in a vicinity of the boundary candidate and having a threshold area or greater, wherein the boundary candidate is one of first line information having properties of contour lines of fingers or nails of the hand, located in front of the palm in a state in which the fingers are bent and the palm is closed, and second line information having properties of one of a heart line, a head line, and a life line existing on the palm; extracting, by the computer, a state feature quantity having a value that changes according to a change in the open or closed state of the palm, from the extracted region, wherein the state feature quantity includes one of information indicating differences in biometric features of skin at the palm and at a back of the fingers of the hand when the boundary candidate is the first line information, and information that changes according to an inclination of the palm from a horizontal state or according to a distance between a part of the palm in a range of the region and the capturing device when the boundary candidate is the second line information; judging, by the computer, the open or closed state of the palm using the state feature quantity of the extracted region, wherein the judging judges the closed state of the palm when at least one state feature quantity greater than or equal to a threshold value exists, and judges the open state of the palm when only state feature quantities less than the threshold value exist; and matching, by the computer, the palm image against registration data registered in advance in a memory when the judging judges the open state of the palm, to verify an identity of the user as the user who registered the registration data in advance, when the palm image and the registration data match. 8. The biometric authentication method as claimed in claim 7 , wherein the extracting the boundary candidate extracts a region surrounded by a plurality of boundary candidates when the plurality of boundary candidates are extracted. 9. A non-transitory computer-readable storage medium having stored therein a program for causing a computer to execute a process comprising: acquiring a palm image of a palm of a hand of a user from a capturing device; extracting a boundary candidate, related to line information of the hand, where an open or closed state of the palm changes, to extract a region in a vicinity of the boundary candidate and having a threshold area or greater, wherein the boundary candidate is one of first line information having properties of contour lines of fingers or nails of the hand, located in front of the palm in a state in which the fingers are bent and the palm is closed, and second line information having properties of one of a heart line, a head line, and a life line existing on the palm; extracting a state feature quantity having a value that changes according to a change in the open or closed state of the palm, from the extracted region, wherein the state feature quantity includes one of information indicating differences in biometric features of skin at the palm and at a back of the fingers of the hand when the boundary candidate is the first line information, and information that changes according to an inclination of the palm from a horizontal state or according to a distance between a part of the palm in a range of the region and the capturing device when the boundary candidate is the second line information; judging the open or closed state of the palm using the state feature quantity of the extracted region, wherein the judging judges the closed state of the palm when at least one state feature quantity greater than or equal to a threshold value exists, and judges the open state of the palm when only state feature quantities less than the threshold value exist; and matching the palm image against registration data registered in advance in a memory when the
Hand-related biometrics; Hand pose recognition · CPC title
Preprocessing; Feature extraction · CPC title
using biometric data, e.g. fingerprints, iris scans or voiceprints · CPC title
Region-based segmentation · CPC title
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