EP0333741A1 - Information concerned with the body of an individual - Google Patents

Information concerned with the body of an individual

Info

Publication number
EP0333741A1
EP0333741A1 EP87907796A EP87907796A EP0333741A1 EP 0333741 A1 EP0333741 A1 EP 0333741A1 EP 87907796 A EP87907796 A EP 87907796A EP 87907796 A EP87907796 A EP 87907796A EP 0333741 A1 EP0333741 A1 EP 0333741A1
Authority
EP
European Patent Office
Prior art keywords
image
individual
selected portion
information
hand
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP87907796A
Other languages
German (de)
French (fr)
Inventor
Andrew Green
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Kodak Ltd
Original Assignee
Kodak Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Kodak Ltd filed Critical Kodak Ltd
Publication of EP0333741A1 publication Critical patent/EP0333741A1/en
Withdrawn legal-status Critical Current

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/117—Identification of persons
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/10—Image acquisition
    • G06V10/12—Details of acquisition arrangements; Constructional details thereof
    • G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/143—Sensing or illuminating at different wavelengths
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00—Individual registration on entry or exit
    • G07C9/20—Individual registration on entry or exit involving the use of a pass
    • G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
    • G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/14—Vascular patterns

Definitions

  • the present invention relates to information concerned with the body of an individual. It relates particularly to the identi ication of individuals and more particularly to obtaining information regarding a portion of the body of an individual and comparing that information with predetermined information regarding that portion.
  • GB-A-2156127 describes an arrangement in which the arrangement of subcutaneous blood vessels in an individual is detected by scanning the relevant region of the individual's body and then compared with a predetermined pattern. In GB-A-2156127, a number of methods of locating such blood vessels are disclosed, all of which methods involve physical contact between the sensor and the slcin of the individual in question.
  • GB-A-1593001 describes the identification of individuals through their retinal vasculature patterns. However, this requires the individual to place his eyes in an apparatus for scanning. Although it is suggested that each retinal image is unique to an individual, the necessity of placing one's eyes in a scanning apparatus could be socially unacceptable to many individuals.
  • US-A-4032889 discloses a palm print identification system, but here also a scanning probe is in contact with the individual's palm.
  • apparatus for identifying an individual comprising means for forming an image of a selected portion of the body of the individual, means for extracting information from said image and means for comparing said information with predetermined information.
  • the information extracted from said image by said apparatus preferably, but not exclusively, relates to the pattern of subcutaneous blood vessels.
  • the selected portion is preferably a hand and the subcutaneous blood vessels are veins in said hand.
  • apparatus for measuring a vein pattern of an individual comprising means for forming an image of a selected portion of the body of the individual and means for extracting information from said image.
  • the means for forming an image preferably comprises camera means spaced from said selected portion.
  • the means for extracting information preferably converts information in said image into electrical form.
  • a method of identifying an individual comprising the steps of forming an image of a selected portion of the body of the individual, extracting information from said image and comparing said information with predetermined information.
  • the information extracted from said image by said method preferably, but not exclusively, relates to the pattern of subcutaneous blood vessels.
  • the selected portion used in said method is preferably a hand and the subcutaneous blood vessels are veins in said hand.
  • a method of measuring a vein pattern of an individual comprising the steps of forming an image of a selected portion of the body of the individual and extracting information from said image.
  • said image is formed preferably by camera means spaced from said selected portion.
  • said information extracted from said image is preferably converted into electrical form.
  • the electrical form is preferably digital.
  • infra-red radiation is preferably used for illuminating said selected portion.
  • said selected portion is preferably located in a predetermined position and orientation whilst the image is being formed.
  • a charge—coupled device array is preferably used in forming said image.
  • FIGURE 1 is a perspective view of part of apparatus of the present invention showing the back of a hand of an individual in position for an image to be produced;
  • FIGURE 2 shows a typical vein pattern recorded and displayed by the apparatus of the present invention
  • FIGURE 3 shows the variation between a number of vein scans made of the same hand at different times;
  • FIGURE A shows the comparison between scans of hands of different individuals;
  • FIGURE 5 shows the distributions for (A) comparisons of the same individual, and (B) comparison of different individuals, all based on samples from 30 individuals each measured on a number of different occasions.
  • vein pattern in the back of an individual's hand it is emphasised that the present invention is not limited to such an arrangement.
  • the vein pattern in the palm of a hand or any other suitable portion of the body could be utilised.
  • the present invention could be applied to body features other than vein patterns. That is, any suitable features of the body could be used, for example the line pattern in the palm of a hand, or external shape.
  • the right hand of an individual under test is located by first placing the hand on a template 2 in the shape of a hand. The hand is then pushed forwards, in the general direction of an arrow X, until it is hard against a locator 4, and then rotated until it is also hard against a locator 6. At this point, the hand is in the correct position and orientation for an exposure to be made to produce the required image.
  • the position and orientation is important to enable reproducibility of measurement to be obtained.
  • One or both of the locators A and B could be movable laterally to allow for the size of a hand.
  • locators A and B could be provided with a built—in sensor (not shown) to indicate when the hand is properly in position.
  • the exposure is made using a camera 8 spaced above the hand.
  • the camera could alternatively be spaced below the hand, for example below a transparent screen upon which the hand is placed. With the hand in the same orientation as shown in Figure 1, obviously the vein pattern in the palm of the hand would be measured. With this particular arrangement, the line pattern in the palm of the hand could in fact be measured.
  • the camera could be positioned wherever is considered suitable for a particular application, which would depend, for example, on the part of the individual's body that is being measured.
  • the camera 8 is based on an infra-red sensitive array, for instance a charge-coupled device (CCD), linked with a microprocessor or computer controller (not shown).
  • CCD charge-coupled device
  • the camera 8 may conveniently be a commercial camera based on a 1024 element CCD array. For measurement of a vein pattern, only the central 512 elements are recorded and the image reduced as follows:
  • a running average of each succeeding 8 bytes is calculated, i.e. bytes 0 to 7, bytes 1 to 8, bytes 2 to 9, etc.
  • the camera could alternatively have only the number of elements required for final storage, so that averaging would be physical rather than mathematical.
  • Credit cards, bank cards, and similar cards currently have a 40 byte section of magnetic data storage available for future use. For this reason the vein pattern data has been reduced to no more than this level in total. Thus this biometric system is able to be operated using a very small amount of data for comparison.
  • the vein pattern may be measured at more than one, preferably two, positions on the rear of the hand. Each image would have data reduced to 20 bytes.
  • Automatic exposure level compensation is calculated by a controlling microprocessor system (not shown) and applied by means of a variable light source (not shown).
  • the final amplitude of the collected data is expanded or compressed so that the minimum level is 0 and the maximum 128 on an arbitrary scale.
  • a microcomputer handles operation and synchronization of the camera 8, recording and storage of the data, and final manipulation of the data by the application of suitable algorithms.
  • the data is recorded in the form of an image of the vein pattern and the algorithms are applied to the information in such image.
  • the algorithms compare vein pattern data and derive the statistical chances of two vein patterns being from the same individual, so that the operator of the system may set the levels of acceptance and rejection.
  • Vein patterns are compared by calculating the mean of the squares of the differences between images. The resulting quantity normally lies between 0 (for a perfect match) and about 80 (for a very bad match). Verification or rejection of a particular individual is based on an assessment of the chances of whether a comparison of his vein pattern with one already recorded places him in distribution A or B in Figure 5.
  • the system could measure the vein pattern of an individual and establish by comparison with previously recorded vein patterns, the identity of that individual. This would of course only be effective if it is certain no individuals outside that group will be in a position such as to have their vein patterns scanned by the system.
  • the system of the present invention would allow for the verification of an individual attempting to use a credit card, bank card or similar card without the need for a PIN or signature.
  • use of the present invention in combination with, for example, a PIN would provide even greater security.
  • the present invention has important advantages over other biometric systems in that it is cheap and simple to operate, gives very rapid verification of the individual, and, by use of a camera spaced from the relevant portion of the individual's body, is absolutely non-intrusive

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Human Computer Interaction (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Collating Specific Patterns (AREA)
  • Laminated Bodies (AREA)

Abstract

On assure l'identification d'un individu en formant une image d'une partie sélectionnée du corp de l'individu, en extrayant des informations, concernant par exemple la configuration des vaissaux sanguins subcutanés à partir de ladite image et en comparant lesdites informations avec des informations prédéterminées.The identification of an individual is ensured by forming an image of a selected part of the body of the individual, by extracting information, for example concerning the configuration of the subcutaneous blood vessels from said image and by comparing said information with predetermined information.

Description

INFORMATION CONCERNED WITH THE BODY OF AN INDIVIDUAL The present invention relates to information concerned with the body of an individual. It relates particularly to the identi ication of individuals and more particularly to obtaining information regarding a portion of the body of an individual and comparing that information with predetermined information regarding that portion. GB-A-2156127 describes an arrangement in which the arrangement of subcutaneous blood vessels in an individual is detected by scanning the relevant region of the individual's body and then compared with a predetermined pattern. In GB-A-2156127, a number of methods of locating such blood vessels are disclosed, all of which methods involve physical contact between the sensor and the slcin of the individual in question. GB-A-1593001 describes the identification of individuals through their retinal vasculature patterns. However, this requires the individual to place his eyes in an apparatus for scanning. Although it is suggested that each retinal image is unique to an individual, the necessity of placing one's eyes in a scanning apparatus could be socially unacceptable to many individuals.
US-A-4032889 discloses a palm print identification system, but here also a scanning probe is in contact with the individual's palm.
In all of these prior art disclosures, the techniques both utilise a scanning procedure to obtain measurements and also require the individual to be subjected to a procedure which could be socially unacceptable.
In accordance with the present invention there is provided apparatus for identifying an individual comprising means for forming an image of a selected portion of the body of the individual, means for extracting information from said image and means for comparing said information with predetermined information.
The information extracted from said image by said apparatus preferably, but not exclusively, relates to the pattern of subcutaneous blood vessels.
The selected portion is preferably a hand and the subcutaneous blood vessels are veins in said hand. In accordance with the present invention there is also provided apparatus for measuring a vein pattern of an individual comprising means for forming an image of a selected portion of the body of the individual and means for extracting information from said image. According to the present invention the means for forming an image preferably comprises camera means spaced from said selected portion.
The means for extracting information preferably converts information in said image into electrical form.
In accordance with the present invention there is further provided a method of identifying an individual comprising the steps of forming an image of a selected portion of the body of the individual, extracting information from said image and comparing said information with predetermined information.
The information extracted from said image by said method preferably, but not exclusively, relates to the pattern of subcutaneous blood vessels. The selected portion used in said method is preferably a hand and the subcutaneous blood vessels are veins in said hand.
In accordance with the present invention there is further provided a method of measuring a vein pattern of an individual comprising the steps of forming an image of a selected portion of the body of the individual and extracting information from said image.
In such methods, said image is formed preferably by camera means spaced from said selected portion. In such methods, said information extracted from said image is preferably converted into electrical form.
In the apparatus and methods of the present invention the electrical form is preferably digital. in the apparatus and methods of the present invention, infra-red radiation is preferably used for illuminating said selected portion.
Furthermore, said selected portion is preferably located in a predetermined position and orientation whilst the image is being formed.
In the apparatus and methods of the present invention a charge—coupled device array is preferably used in forming said image.
The present invention will now be described by way of example with reference to the accompanying drawings, in which:—
FIGURE 1 is a perspective view of part of apparatus of the present invention showing the back of a hand of an individual in position for an image to be produced;
FIGURE 2 shows a typical vein pattern recorded and displayed by the apparatus of the present invention;
FIGURE 3 shows the variation between a number of vein scans made of the same hand at different times; FIGURE A shows the comparison between scans of hands of different individuals; and
FIGURE 5 shows the distributions for (A) comparisons of the same individual, and (B) comparison of different individuals, all based on samples from 30 individuals each measured on a number of different occasions.
Although the following description relates to the vein pattern in the back of an individual's hand, it is emphasised that the present invention is not limited to such an arrangement. For example, the vein pattern in the palm of a hand or any other suitable portion of the body could be utilised. Furthermore, the present invention could be applied to body features other than vein patterns. That is, any suitable features of the body could be used, for example the line pattern in the palm of a hand, or external shape.
As shown in Figure 1, the right hand of an individual under test is located by first placing the hand on a template 2 in the shape of a hand. The hand is then pushed forwards, in the general direction of an arrow X, until it is hard against a locator 4, and then rotated until it is also hard against a locator 6. At this point, the hand is in the correct position and orientation for an exposure to be made to produce the required image.
The position and orientation is important to enable reproducibility of measurement to be obtained.
One or both of the locators A and B could be movable laterally to allow for the size of a hand.
Furthermore, one or both of the locators A and B could be provided with a built—in sensor (not shown) to indicate when the hand is properly in position.
The exposure is made using a camera 8 spaced above the hand. The camera could alternatively be spaced below the hand, for example below a transparent screen upon which the hand is placed. With the hand in the same orientation as shown in Figure 1, obviously the vein pattern in the palm of the hand would be measured. With this particular arrangement, the line pattern in the palm of the hand could in fact be measured. The camera could be positioned wherever is considered suitable for a particular application, which would depend, for example, on the part of the individual's body that is being measured.
The camera 8 is based on an infra-red sensitive array, for instance a charge-coupled device (CCD), linked with a microprocessor or computer controller (not shown).
The camera 8 may conveniently be a commercial camera based on a 1024 element CCD array. For measurement of a vein pattern, only the central 512 elements are recorded and the image reduced as follows:
1) Each pair of elements are averaged, giving a total of 256.
2) A running average of each succeeding 8 bytes is calculated, i.e. bytes 0 to 7, bytes 1 to 8, bytes 2 to 9, etc.
3) Each block of eight bytes is averaged to a single byte, giving a final total of 32 bytes.
The camera could alternatively have only the number of elements required for final storage, so that averaging would be physical rather than mathematical. Credit cards, bank cards, and similar cards currently have a 40 byte section of magnetic data storage available for future use. For this reason the vein pattern data has been reduced to no more than this level in total. Thus this biometric system is able to be operated using a very small amount of data for comparison.
In order to increase selectivity, the vein pattern may be measured at more than one, preferably two, positions on the rear of the hand. Each image would have data reduced to 20 bytes.
Automatic exposure level compensation is calculated by a controlling microprocessor system (not shown) and applied by means of a variable light source (not shown).
The final amplitude of the collected data is expanded or compressed so that the minimum level is 0 and the maximum 128 on an arbitrary scale.
A microcomputer handles operation and synchronization of the camera 8, recording and storage of the data, and final manipulation of the data by the application of suitable algorithms. The data is recorded in the form of an image of the vein pattern and the algorithms are applied to the information in such image. The algorithms compare vein pattern data and derive the statistical chances of two vein patterns being from the same individual, so that the operator of the system may set the levels of acceptance and rejection. Vein patterns are compared by calculating the mean of the squares of the differences between images. The resulting quantity normally lies between 0 (for a perfect match) and about 80 (for a very bad match). Verification or rejection of a particular individual is based on an assessment of the chances of whether a comparison of his vein pattern with one already recorded places him in distribution A or B in Figure 5. if the system is to be applied to a group of individuals, in which it is known that no two individuals have the same vein patterns, i.e. all the vein patterns are distinctly different from one another, then the system could measure the vein pattern of an individual and establish by comparison with previously recorded vein patterns, the identity of that individual. This would of course only be effective if it is certain no individuals outside that group will be in a position such as to have their vein patterns scanned by the system.
However, in the vast majority of applications, such a group does not exist and such identification is not possible. All that is possible is verification that an individual is probably who he claims to be.
It is possible to measure a large number of features of an individual very accurately in an attempt to distinguish the obtained data from that obtained for a different individual. However, this leads to problems of non-reproducibility between the data obtained for the same individual on separate occasions. This would result in the genuine individual being rejected.
If a very limited number of features and/or very coarse measurements are utilised then equally data from different individuals may be the same or sufficiently similar to prevent those individuals being distinguished from each other.
It has been found that a position somewhere between these two points can produce a system that, perhaps in combination with some other verification system such as magnetic stripe cards having related personal identification numbers (PINs), provides a practical system of verifying the identity of an individual.
The system of the present invention would allow for the verification of an individual attempting to use a credit card, bank card or similar card without the need for a PIN or signature. However, use of the present invention in combination with, for example, a PIN would provide even greater security. The present invention has important advantages over other biometric systems in that it is cheap and simple to operate, gives very rapid verification of the individual, and, by use of a camera spaced from the relevant portion of the individual's body, is absolutely non-intrusive
(compare with finger printing or a sensor placed in contact with the individual's skin).

Claims

1. Apparatus for identifying an individual comprising means for forming an image of a selected portion of the body of the individual, means for extracting information from said image and means for comparing said information with predetermined information.
2. Apparatus according to claim 1 wherein the information extracted from said image relates to the pattern of subcutaneous blood vessels.
3. Apparatus according to claim 2 wherein said selected portion is a hand and the subcutaneous blood vessels are veins in said hand.
4. Apparatus for measuring a vein pattern of an individual comprising means for forming an image of a selected portion of the body of the individual and means for extracting information from said image.
5. Apparatus according to any one of the preceding claims wherein the means for forming an image comprises camera means spaced from said selected portion.
6. Apparatus according to any one of the preceding claims wherein the means for extracting information converts information in said image into electrical form.
7. Apparatus according to claim 6 wherein the electrical form is digital.
8. Apparatus according to any one of the preceding claims wherein infra-red radiation is used for illuminating said selected portion.
9. Apparatus according to any one of the preceding claims comprising means for locating said selected portion in a predetermined position and orientation whilst the image is being formed.
10. Apparatus according to any one of the preceding claims comprising a charge—coupled device array for use in forming said image.
11. A method of identifying an individual comprising the steps of forming an image of a selected portion of the body of the individual, extracting information from said image and comparing said information with predetermined information.
12. A method according to claim 11 wherein the information extracted from said image relates to the pattern of subcutaneous blood vessels.
13. A method according to claim 12 wherein said selected portion is a hand and the subcutaneous blood vessels are veins in said hand.
14. A method of measuring a vein pattern of an individual comprising the steps of forming an image of a selected portion of the body of the individual and extracting information from said image.
15. A method according to any one of claims 11 to 14 wherein said image is formed by camera means spaced from said selected portion.
16. A method according to any one of claims ll to 15 wherein said information extracted from said image is converted into electrical form.
17. A method according to claim 16 wherein the electrical form is digital.
18. A method according to any one of claims 11 to 17 wherein infra-red radiation is used for illuminating said selected portion.
19. A method according to any one of claims 11 to 18 wherein said selected portion is located in a predetermined position and orientation whilst the image is being formed.
20. A method according to any one of claims 11 to 19 wherein a charge—coupled device array is used in forming said image.
EP87907796A 1986-12-02 1987-12-02 Information concerned with the body of an individual Withdrawn EP0333741A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB8628709 1986-12-02
GB868628709A GB8628709D0 (en) 1986-12-02 1986-12-02 Information concerned with body of individual

Publications (1)

Publication Number Publication Date
EP0333741A1 true EP0333741A1 (en) 1989-09-27

Family

ID=10608263

Family Applications (1)

Application Number Title Priority Date Filing Date
EP87907796A Withdrawn EP0333741A1 (en) 1986-12-02 1987-12-02 Information concerned with the body of an individual

Country Status (8)

Country Link
EP (1) EP0333741A1 (en)
JP (1) JPH01503203A (en)
KR (1) KR890700011A (en)
AU (1) AU8329687A (en)
DK (1) DK429088A (en)
FI (1) FI892724A0 (en)
GB (1) GB8628709D0 (en)
WO (1) WO1988004153A1 (en)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE3834046A1 (en) * 1988-10-06 1990-04-12 Karl Lambert Gohlke Method and device for limiting the access to certain data areas of a computer
DE3834048A1 (en) * 1988-10-06 1990-04-12 Karl Lambert Gohlke Method for optoelectronic identification of a person
GB8900866D0 (en) * 1989-01-16 1989-03-08 Nat Res Dev Biometrics
GB9306897D0 (en) * 1993-04-01 1993-05-26 British Tech Group Biometric identification of individuals
US6173068B1 (en) * 1996-07-29 2001-01-09 Mikos, Ltd. Method and apparatus for recognizing and classifying individuals based on minutiae
JP3777415B2 (en) * 1997-09-01 2006-05-24 アークレイ株式会社 Measuring site positioning method and jig
US6427022B1 (en) 1998-11-10 2002-07-30 Western Research Company, Inc. Image comparator system and method for detecting changes in skin lesions
AU2781401A (en) 2000-01-10 2001-07-24 Tarian, Llc Device using histological and physiological biometric marker for authentication and activation
US8049597B1 (en) 2000-01-10 2011-11-01 Ensign Holdings, Llc Systems and methods for securely monitoring an individual
DE10001929A1 (en) * 2000-01-19 2001-08-09 Skidata Ag Authorization control facility
US7536557B2 (en) 2001-03-22 2009-05-19 Ensign Holdings Method for biometric authentication through layering biometric traits
US7441123B2 (en) 2001-03-23 2008-10-21 Ensign Holdings Method and apparatus for characterizing and estimating the parameters of histological and physiological biometric markers for authentication
WO2002054337A1 (en) * 2001-01-04 2002-07-11 Advanced Biometrics, Inc. Method and apparatus for subcutaneous identification
US8190239B2 (en) 2002-09-03 2012-05-29 Fujitsu Limited Individual identification device
WO2004021884A1 (en) * 2002-09-03 2004-03-18 Fujitsu Limited Individual identification device
WO2004088979A1 (en) * 2003-03-28 2004-10-14 Fujitsu Limited Photographing apparatus, photographing method and computer program
JP4089533B2 (en) * 2003-07-28 2008-05-28 株式会社日立製作所 Personal authentication device and blood vessel pattern extraction method
JP4582406B2 (en) 2004-12-28 2010-11-17 ソニー株式会社 Biological imaging device
AT506236B1 (en) 2008-01-09 2011-01-15 Nanoident Technologies Ag BIOMETRIC SAFETY DEVICE
JP4492705B2 (en) * 2008-01-21 2010-06-30 株式会社日立製作所 Biometric identification device
US8150108B2 (en) 2008-03-17 2012-04-03 Ensign Holdings, Llc Systems and methods of identification based on biometric parameters
WO2010032126A2 (en) * 2008-09-22 2010-03-25 Kranthi Kiran Pulluru A vein pattern recognition based biometric system and methods thereof

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3581282A (en) * 1968-12-03 1971-05-25 Norman G Altman Palm print identification system
US4109237A (en) * 1977-01-17 1978-08-22 Hill Robert B Apparatus and method for identifying individuals through their retinal vasculature patterns
JPS5522763A (en) * 1978-08-08 1980-02-18 Dainippon Printing Co Ltd Image recording material
US4371865A (en) * 1980-07-03 1983-02-01 Palmguard, Inc. Method for analyzing stored image details
US4494865A (en) * 1982-12-13 1985-01-22 Battelle Development Corporation Providing patterns
GB2156127B (en) * 1984-03-20 1987-05-07 Joseph Rice Method of and apparatus for the identification of individuals

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See references of WO8804153A1 *

Also Published As

Publication number Publication date
KR890700011A (en) 1989-03-02
FI892724A (en) 1989-06-02
JPH01503203A (en) 1989-11-02
AU8329687A (en) 1988-06-30
DK429088D0 (en) 1988-08-01
WO1988004153A1 (en) 1988-06-16
DK429088A (en) 1988-08-01
GB8628709D0 (en) 1987-01-07
FI892724A0 (en) 1989-06-02

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