This application is based upon and claims the benefit of priority from the prior Japanese Patent Application No. 2008-304713 filed on Nov. 28, 2008, the entire contents of which are incorporated herein by reference.
The embodiments discussed herein relate to an authentication apparatus for use in a high-security entrance and exit control system, or the like. In particular, the embodiments relate to an authentication apparatus, an authentication method, and a computer-readable storage medium for performing an authentication process with check targets narrowed through authentication phases.
In high-security layered-type buildings, individuals are identified through personal authentication so that authorized persons only are allowed to enter rooms. In such a case, an authentication apparatus needs to be installed at each door to monitor reliably who enters which room. Security, convenience, a high authentication accuracy, a high authentication speed, and user-friendliness are required of such an authentication apparatus.
A 1:1 authentication method is known as one authentication method used in authentication apparatuses is known. In the 1:1 authentication method, an individual is identified in response to the inputting of an ID (identification) number, and a checking process is performed using pre-registered biometric information of the individual. A 1:N authentication method is also known as a biometric authentication method. In the 1:N authentication method, a checking process is performed against all registered biometric information data without the need for the inputting the ID number of each individual.
Japanese Unexamined Patent Application Publication No. 2007-66107 discloses a shortening technique of check time in biometric authentication. According to the disclosure, a tag reader is used to read ID numbers from radio frequency IC (RFID) tags of persons present in a certain area and wishing to enter the room.
Japanese Unexamined Patent Application Publication No. 2007-303239 discloses an entrance and exit control technique using a person tracking camera or an authentication camera. According to the disclosure, a person photographed by the tracking camera is assigned ID0002-0006, and the authentication camera authenticates the face of the person in response to the position of the person. The authentication camera records an authentication state on a per ID basis, and unlocks the door if the tracking camera detects that the person successfully authenticated approaches the door.
Japanese Unexamined Patent Application Publication No. 2003-303312 discloses a person authentication technique of authenticating a person within a limited area. In accordance with the disclosure, a first authentication process based on unique authentication information such as biometric information is performed on a person qualified to access a restricted area S when the person enters or exits the restricted area S. After the first authentication process, a second authentication process is performed on the same qualified person when the same qualified person enters or exits a partition A. The second authentication process is based on authentication information having an authentication level lower than that of the unique authentication information.
Japanese Unexamined Patent Application Publication No. 2005-146709 discloses an authentication apparatus with a camera. In accordance with the disclosure, a card reader or a camera is installed at an entrance or exit (door), and the camera photographs the face of a user who approaches the entrance or exit. Authentication means then authenticates the user. If the user operates the card reader and is then successfully authenticated by the authentication means, passage control means unlocks the door at the entrance or exit.
An authentication apparatus includes a registration unit that registers authentication information representing a check target, a first authentication unit that authenticates the check target at the entrance of the check target to a first area, a second authentication unit that authenticates the check target at the entrance of the check target to a second area after being authenticated by the first authentication unit, and a detector that detects a check target present in a detection area and expected to be authenticated by the second authentication unit.
The second authentication unit retrieves, from the registration unit, registration information of the check target detected by the detector, and authenticates the check target authenticated by the first authentication unit using the registration information.
The object and advantages of the invention will be realized and attained by means of the elements and combinations particularly pointed out in the claims. It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory and are not restrictive of the various embodiments, as claimed.
Additional aspects and/or advantages will be set forth in part in the description which follows and, in part, will be apparent from the description, or may be learned by practice of the various embodiments.
A first embodiment is described with reference to
An authentication system 2 performs a multi-phase authentication process using biometric information in a plurality of areas requiring tight security, thereby controlling entrance and/or exit. The authentication system 2 narrows check targets under a certain condition. The authentication system 2 is one example of an authentication apparatus. For example, the authentication system 2 includes a biometric authentication device 4, a user registration database 6, an entrance and exit management device 8, a person tracking device 10, and a crosscheck biometric information updating unit 12.
The biometric authentication device 4 is one example of the authentication apparatus that authenticates whether a person is allowed to enter a room. In the authentication process, the biometric authentication device 4 uses fingerprint information of fingers, vein information, or iris information of the person, for example. The authentication system 2 performs the above-described multi-phase authentication. For example, in the case of entrance and exit management, the biometric authentication device 4 is installed at each floor, and the authentication system 2 stores authentication information, etc.
The user registration database 6 is one example of a registration unit of the authentication system 2. The user registration database 6 stores an ID (Identification) number of each user who is authenticated by the biometric authentication device 4 as an authorized user, and biometric information data of the authorized user collected in advance. In the authentication of the check targets, the user registration database 6 inputs and outputs the registration information thereof as necessary.
The entrance and exit management device 8 performs unlock control on each door of a room managing entrance and exit in response to the authentication results of the biometric authentication device 4 and instructs the user registration database 6 to record entrance and exit.
The person tracking device 10 managing entrance and exit to a room or the like serves as a tracking unit tracking a person present within the room after being authenticated, or as a detector detecting the check target in a predetermined area. The person tracking device 10 collects tracking information such as a present position and movement information of a person within the room.
The crosscheck biometric information updating unit 12 is an example of a processor for narrowing crosscheck data for use in biometric authentication. The crosscheck biometric information updating unit 12 sets a crosscheck condition, based on the tracking information collected by the person tracking device 10 and entrance and exit information and the like stored the entrance and exit management device 8. The crosscheck biometric information updating unit 12 then retrieves the registration information satisfying the crosscheck condition from the user registration database 6. More specifically, the crosscheck biometric information updating unit 12 is a controller of the authentication system 2.
The person tracking device 10 is one example of the detector detecting a person in a particular room or the like. The person tracking device 10 includes position detection sensor 24, person position detector 26, person tracking unit 28, and person detection controller 30. The position detection sensor 24 may be a camera, an ultrasonic sensor, a floor pressure sensor, or the like. The person position detector 26 detects the position of a person within the room based on detection information from the position detection sensor 24. The person tracking unit 28 tracks information such as a movement direction of an identified person. The person detection controller 30 issues a control instruction to each element of the person tracking device 10 and identifies a person within an area according to which check targets are narrowed in the authentication to be discussed later.
The person tracking device 10 identifies the position of the person and tracks the movement of the person using the position detection sensor 24 as described above. A specific process is disclosed in Japanese Unexamined Patent Application Publication No. 11-066319. In the identification and detection of a mobile object using cameras as disclosed, a plurality of cameras photograph the mobile object, a feature point is extracted from obtained images, and the feature point is tracked. In the detection process, stereo correspondence is performed at the feature points in the images taken by the cameras. Spatial coordinates of the feature point are calculated, and a movement line indicating the path of the feature point in the spatial coordinates is determined. Movement lines near to each other in distance are connected to each other.
Japanese Unexamined Patent Application Publication No. 2000-197036 discloses a specific example of position tracking. As disclosed, in the position tracking, an inter-image absolute value difference calculator and an inter-image normalization correlation calculator perform calculations on a plurality of shade gradation time series data units from an image capturing device, and the images obtained by these calculators are AND-gated. Further in the position tracking process, a plurality of frames of images obtained as a result of AND gating are accumulated and summed, and then binarized. Further in the position tracking process, extraction operations of features including the center of gravity, area, angle of principal axis of inertia, label data, etc. are performed. Feature quantities stored in time series are mutually compared with each other in order to detect the movements and positions of humans and non-human objects.
Japanese Unexamined Patent Application Publication No. 2006-164020 discloses a specific example of a position tracking method with a pressure sensor. In this method, a pressure sensor embedded under floor detects a pressure applied by the underside of the feet of a walker, and identification and movement path of the walker are thus calculated based on the detected pressure.
The crosscheck data storage 32 is an element of the crosscheck biometric information updating unit 12. In each phase of the multi-phase authentication, the crosscheck data storage 32 stores information of the check targets at a preceding phase so that the information is referenced at the next phase. In the narrowing operation of the biometric information to be discussed later, the crosscheck data storage 32 stores as an authentication target the biometric information of the person within the predetermined area of the biometric authentication device 4.
The person tracking data storage 34 is an element of the crosscheck biometric information updating unit 12. The person tracking data storage 34 stores a person tracking table to be discussed later (
The door controller 36 is one element of the entrance and exit management device 8. The door controller 36 controls the door for locking or unlocking in response to a notification of the authentication results.
As depicted in
The processor 40 is a processor executing an operating system (OS) running the computer, and a variety of application programs. The processor 40 is a central processing unit (CPU), for example. The processor 40 together with the RAM 42 serves as the function element of each the crosscheck biometric information updating unit 12 and the entrance and exit management device 8.
The RAM 42 serves as a working area for executing a calculation process and the like. The RAM 42 allows each control program stored on the storage device 44 to operate so that the biometric authentication device 4, the person tracking device 10, the crosscheck biometric information updating unit 12, the entrance and exit management device 8, etc. function.
The storage device 44 includes a program storage unit 48 and a data storage unit 50, for example. The program storage unit 48 stores programs causing the elements of the authentication apparatus 14 to function. In addition to the OS, the program storage unit 48 stores a biometric authentication program 482, a person tracking program 484, a crosscheck biometric information updating program 486, etc. The biometric authentication program 482 sends a control instruction to and receives authentication data, tracking data, etc. from each of the biometric authentication device 4 and the person tracking device 10. The crosscheck biometric information updating program 486 narrows the check targets as will be described later. The data storage unit 50 stores data detected by the biometric authentication device 4 and the person tracking device 10.
The display 46 is one example of an information presentation unit. The display 46 is a liquid-crystal display (LCD), for example, and displays the authentication results.
The movements of the users having been authenticated and entered the room and the narrowing operation of the check targets are described with reference to
The first authentication apparatus 62 is one example of a first authentication unit. The first authentication apparatus 62 opens the first door 60 to a user who is authenticated by the first authentication apparatus 62. More specifically, the first authentication apparatus 62 controls entrance and exit management of the first room 64. The second authentication apparatus 70 is one example of a second authentication unit. The second authentication apparatus 70 opens the second door 66 under a certain condition to a user who is authenticated by the second authentication apparatus 70 after being authenticated by the first authentication apparatus 62. More specifically, the entrance and exit of the second room 68 are controlled by the authentication apparatuses 62 and 70. Each of the authentication apparatuses 62 and 70 may be the biometric authentication device 4 (
The position, movement direction, movement status, etc. of a person within the room are tracked in the target tracking area 72. For tracking purpose, one or a plurality of tracking cameras are installed and one or a plurality of pressure sensors are installed at the floor level, as the person tracking device 10 as previously described. In this way, the position information of the person within the target tracking area 72 is acquired on a real-time basis. The person tracking device 10 treats as an XY plane the target tracking area 72 for position fixing or tracking, and represents the position of the person in coordinates of the plane. A person tracking table 90 (
Referring to
Referring to
More specifically, the second authentication apparatus 70 narrows the users having entered the first room 64 after being authenticated by the first authentication apparatus 62 to the persons present within the detection area 74 as the potential check targets to be authenticated by the second authentication apparatus 70, and checks the potential check targets against the registration information. In the state depicted in
In accordance with the embodiment, a semicircular area centered on the second door 66 is set as the detection area 74. Alternatively, a person standing at coordinates in the XY coordinates plane set by the person tracking device 10 within the first area may be identified as a potential check target. In accordance with the embodiment, the predetermined area having an expansion is set as the detection area 74. Alternatively, an area accommodating a predetermined number of persons may be set up as the detection area 74.
The process of the authentication method and authentication program is described below with reference to
As described above, in this process, the user authenticated in the first authentication at the first door 60 is mapped to the ID stored on the user registration database 6 in accordance with the biometric information acquired during the first authentication. The users authenticated through the first authentication are to be authenticated in the second authentication at the second door 66. In this process, the users authenticated through the first authentication are narrowed to the users present within the detection area 74.
In the process of the embodiment as depicted in
If the user A has been successfully authenticated (YES in step S102), the successfully authenticated user A and the ID number unique to the user A mapped thereto are stored. The position detection sensor 24 in the person tracking device 10 detects and tracks the position of the user A (step S103). The person tracking table 90 (
It is then determined whether the user A is present within the detection area 74 for the second authentication (step S105). Present position information of the user A stored in the person tracking table 90 (
The crosscheck biometric information table 100 (
The biometric information extractor 18 retrieves the biometric information of the user A (step S108), and checks the biometric information data against the biometric information of the user listed in the crosscheck biometric information table 100 (
In the checking process of the biometric information, the biometric authentication checking unit 20 checks the registered biometric information against the biometric information input by the user, calculates the similarity thereof, and sends the calculation results to the biometric authentication controller 22. The biometric authentication controller 22 then compares the calculated value highest in similarity with a predetermined threshold value, and determines whether the calculated value is equal to or higher than the threshold value. If the determination results show that the similarity is equal to or higher than the threshold value, it is determined that the user having input the biometric information data is the one registered on the user registration database 6. The door controller 36 is so notified and unlocks the second door 66.
If the determination results show that the similarity is lower than the threshold value, it is determined that the user having input the biometric information data is not the one registered on the user registration database 6, and the second door 66 remains locked.
In one feature point method for calculating similarity in the biometric authentication, a feature point such as a branch point or a discontinuity point (end point) is extracted from the registered fingerprint information and the fingerprint information input by the user, and the position, direction, etc. of the feature point are numerized for checking. The calculation method of similarity is not limited to the feature point method. A pattern matching method may also be used for the calculation of similarity. If the biometric information other than the fingerprint information is used, a calculation method appropriate for the biometric information other than the fingerprint information may be used.
A structure of information stored on each database is described below with reference to
Referring to
Referring to
In the second authentication, the check targets are narrowed to the users within the detection area 74 as the predetermined area of the second door 66 or the second authentication apparatus 70. Referring to
Moreover, the person tracking table 90 may register information representing the authentication success or failure at each phase of the authentication. More specifically, information indicating that a person having been successfully authenticated through the first authentication but having failed in the second authentication may be added, for example. The users are thus sorted according to their authentication status.
With this arrangement, the first authentication apparatus 62 stores authentication results on a per authentication target basis. The check targets are then narrowed to the persons present within the detection area 74 as eligible for the second authentication. The check time is thus shortened. Since the check targets are reduced, the possibility that a third person is erroneously accepted is lowered. The inputting of an ID number and the constant carrying of an ID tag for the purpose of increasing authentication accuracy or preventing authentication error are not necessary. The burden on the user is thus lightened.
An authentication process of a second embodiment is described below with reference to
A user successfully authenticated through the first authentication may get close to or in physical contact with another user prior to the second authentication, and the ID of that successfully authenticated user can be superseded by the ID of the other user. The embodiment prevents such ID switching.
The case where the ID of a user and the ID of another user can be switched is described here. As
The user A gets close to the user B on the way to the second door 66 in order to enter the second room 68 as the second area. In this way, there is a possibility that the ID of the user A is superseded by the ID of the user B in the person tracking device 10 tracking the movement of each user. In other words, the user A and the user B are present within a certain distance, and are present at the same coordinates, and the person tracking device 10 cannot discriminate the user A from the user B. Although the user A moves, the person tracking device 10 stores the movement information of the user A on a person tracking table 102 (
If the user A approaches the second authentication apparatus 70 with the person tracking device 10 recognizing the user A and the user B with the IDs thereof erroneously switched, the person tracking device 10 determines that the user B has moved. More specifically, a person tracking table 102 for the user A stores the movement data of the user B. If the user A attempts to be authenticated, the person tracking device 10 erroneously determines that the user B and the user C are present within the detection area 74 in the tracking information as depicted in
The authentication process of the second embodiment is described below with reference to
The authentication process of the embodiment prevents the above-described ID switching from taking place, and the user from suffering from the user authorization failure as a result. To this end, the registration information of the nearby user is also read from the user registration database during the narrowing operation of the check targets and set to be a check target.
The process steps subsequent to the first authorization of the first authentication apparatus 62 to the tracking of the authenticated user with the user ID acquired (steps S201-S203) are respectively identical to steps S101-S103 in
The person tracking device 10 constantly monitors the user A moving from the first door 60 to the second door 66, thereby determining whether another user gets close to the user A (step S204). If another user comes within a predetermined proximity range of the position of the user A, the person tracking device 10 determines the proximity as one that can cause user ID switching. For example, the person tracking device 10 in the tracking process thereof may recognize the position of the user A at coordinates (Xa,Ya) while also recognizing another user at the same position at the coordinates (Xa,Ya) or a position in the vicinity of the coordinates (Xa,Ya) at the same time. The person tracking device 10 thus determines that the other user is in the proximity of the user A. More specifically, in the tracking process, the person tracking device 10 compares the position coordinates and time information of the person tracking tables 102 (
In the proximity determination, half the width dimension across the body of the user may be used as a distance indicating the predetermined range centered on the user.
If it is determined that the other user is in the proximity of the user A (YES in step S204), the ID number of the other user is stored (step S205), and the person tracking table 102 (
When the presence of the user A within the detection area 74 near the second door 66 is detected (YES in step S207), a counting operation for counting the users within the detection area 74 is performed (step S208). In step S209, the registration information of the users counted herein is retrieved and listed from the user registration database 6 to produce a crosscheck biometric information table 120 (
Referring to
The second authentication apparatus 70 then retrieves the biometric information of the user A (step S210). In the authentication process, the retrieved biometric information is checked against the biometric information registered on the crosscheck biometric information table 120 (
The structure of information tables is described below with reference to
The person tracking tables 102 (1021, 1022, . . . , 102N) depicted in
The check targets successfully authenticated through the first authentication are narrowed to the users counted as being present within the detection area 74 and another user, whom the user of interest has gotten close to. Referring to
The crosscheck biometric information table 120 depicted in
Conversely, if use ID switching takes place with the user A getting close to the user B, the person tracking device 10 determines that the user A is present within the detection area 74. In fact, the user B rather than the user A may be present within the detection area 74. In this case, as well, the crosscheck biometric information table 120 depicted in
If the check target gets close to or in physical contact with another person, a tracking or of IDs assigned to the check targets may take place and an authentication error as a result of ID switching may cause the check target to suffer from authentication failure. The embodiment lowers the possibility of such errors. Furthermore, the check time is substantially reduced. The possibility of an error of allowing a third person to be accepted is also reduced.
A third embodiment is described with reference to
In accordance with the embodiment, the check targets are narrowed depending on whether a user wishing to pass through the second door 66 and moving through the target tracking area 72, is approached to within a predetermined distance by another user.
Referring to
The tracking process to the user A proceeding to the detection area 74 remains unchanged from the tracking process in the second embodiment. As each user moves, ID number 141, present position (coordinates) 142, time information 144. ID proximity information 146 indicating whether another user has gotten close, and proximity ID number 148 are registered for each user in each of the person tracking tables 140 (1401, 1402, . . . , 140N).
In the authentication process, the second authentication apparatus 70 at the second door 66 references tracking history of the user A if the user A enters the detection area 74, and counts users who have gotten close to the user A within a predetermined distance. If the count results show any user who has gotten close to the user A, the biometric information of that user in the proximity of the user A is acquired from the user registration database 6 in order to narrow the check targets.
Referring to
Referring to
If either the user B or the user C is within a predetermined distance of the user A or in physical contact with the user A in the target tracking area 72, the ID numbers and time information of the user B and the user C are recorded on a person tracking table 140 for the user A, and the biometric information with these ID numbers mapped thereto is recorded on the crosscheck biometric information table 150. Referring to
If the check target gets close to or in physical contact with another person, a tracking error of IDs assigned to the check targets may take place and an authentication error as a result of ID switching may cause the check target to suffer from authentication failure. The embodiment lowers the possibility of such errors. The embodiment eliminates the need to arrange a particular authentication area, and the authentication process is thus simplified. Furthermore, the check time is substantially reduced. The possibility of an error of allowing a third person to be accepted is also reduced.
The features of the above-described embodiments are described below.
(1) In accordance with the above-described embodiments, the check time is shortened in the biometric authentication for individuals by narrowing the check targets.
(2) For example, 100 persons may be present on the same floor after passing the first door. Let r represent the rate of acceptance of a third person with a check time of 0.3 seconds per person, the process time becomes 30 seconds at the 1:N authentication, and the third person acceptance rate becomes 100r. In accordance with the above-described embodiments, the check targets are narrowed to the person close to the second door and the proximity persons on the way to the second door. If the number of check targets is narrowed to 10 persons, the check time and the third person acceptance rate becomes one-tenth.
(3) In accordance with the above-described embodiments, the authentication process is performed with the check targets narrowed, a high authentication accuracy is maintained on a large number of users without the need to change the engine of the authentication apparatus.
(4) The authentication apparatus of the above-described embodiment frees the user from carrying the RFID tag, ID card, etc. Missing and theft cause no problem in authentication security. Since the user is free of memorizing and inputting the ID, no ID input failure takes place. The user's psychological burden involved is thus lightened.
(5) Even if the ID switching of the users take place, the possibility of an authentication error such as a failure to recognize correctly the user is lowered.
(1) If the ID switching of the users can be caused when one user in motion approaches another user, the ID of the other user in the proximity of the one user is also registered on the crosscheck biometric information table 120 for checking as depicted in
(2) In accordance with the above-described embodiments, the ID of the proximity user is registered on the person tracking table and is included as a check target as depicted in
The embodiments can be implemented in computing hardware (computing apparatus) and/or software, such as (in a non-limiting example) any computer that can store, retrieve, process and/or output data and/or communicate with other computers. The results produced can be displayed on a display of the computing hardware. A program/software implementing the embodiments may be recorded on computer-readable media comprising computer-readable recording media. The program/software implementing the embodiments may also be transmitted over transmission communication media. Examples of the computer-readable recording media include a magnetic recording apparatus, an optical disk, a magneto-optical disk, and/or a semiconductor memory (for example, RAM. ROM, etc.). Examples of the magnetic recording apparatus include a hard disk device (HDD), a flexible disk (FD), and a magnetic tape (MT). Examples of the optical disk include a DVD (Digital Versatile Disc), a DVD-RAM, a CD-ROM (Compact Disc-Read Only Memory), and a CD-R (Recordable)/RW. An example of communication media includes a carrier-wave signal.
Further, according to an aspect of the embodiments, any combinations of the described features, functions and/or operations can be provided.
All examples and conditional language recited herein are intended for pedagogical purposes to aid the reader in understanding the invention and the concepts contributed by the inventor to furthering the art, and are to be construed as being without limitation to such specifically recited examples and conditions, nor does the organization of such examples in the specification relate to a showing of the superiority and inferiority of the invention. Although the embodiment(s) of the present inventions have been described in detail, it should be understood that the various changes, substitutions, and alterations could be made hereto without departing from the spirit and scope of the invention.
Number | Date | Country | Kind |
---|---|---|---|
2008-304713 | Nov 2008 | JP | national |