throbber
(12) United States Patent
`Colmenarez et al.
`
`USOO649897OB2
`(10) Patent No.:
`US 6,498,970 B2
`(45) Date of Patent:
`Dec. 24, 2002
`
`(54)
`
`(75)
`
`(73)
`
`AUTOMATIC ACCESS TO AN AUTOMOBILE
`VIA BIOMETRICS
`
`Inventors: Antonio Colmenarez, Peekskill, NY
`(US); Srinivas Gutta, Buchanan, NY
`(US); Miroslav Trajkovic, Ossining,
`NY (US)
`Assignee: Koninklijke Phillips Electronics N.V.,
`Eindhoven (NL)
`Subject to any disclaimer, the term of this
`patent is extended or adjusted under 35
`U.S.C. 154(b) by 0 days.
`
`Notice:
`
`(21)
`(22)
`(65)
`
`Appl. No.: 09/836,680
`Filed:
`Apr. 17, 2001
`Prior Publication Data
`US 2002/0152010 A1 Oct. 17, 2002
`
`(51)
`
`Int. Cl." ............................ H04B 1700; H04Q1/00;
`GO1L 5/00
`
`(52)
`
`(58)
`
`(56)
`
`U.S. Cl. .......................... 701136; 704/273; 382/116
`
`Field of Search ............................ 701/36; 704/273,
`704/246, 270, 274, 275,231; 382/116,
`118; 340/426, 5.54, 5.8, 5.84, 5.52, 5.53,
`5.72; 307/10.2; 180/287, 289
`
`References Cited
`
`U.S. PATENT DOCUMENTS
`
`5/1984 Feix et al. ............... 364/513.5
`4,449,189 A
`4.856,072 A * 8/1989 Schneider et al. ............ 381/86
`5,561,718 A 10/1996 Trew et al.
`5,812,067 A * 9/1998 Bergholz et al. ....... 340/825.31
`6,072,402 A * 6/2000 Kniffin et al. ......... 340/825.31
`6,144.293 A 11/2000 Plaschko et al. ............ 340/426
`6,181,343 B1
`1/2001 Lyons
`6,219,639 B1
`4/2001 Bakis et al. ................ 704/246
`6,219,640 B1
`4/2001 Basu et al. ................. 704/246
`6,243,683 B1
`6/2001 Peters ........................ 704/273
`
`FOREIGN PATENT DOCUMENTS
`
`... GO7C/9/00
`3/1992
`4027.491 A1
`... B6OR/25/00
`3/1999
`19738321
`... GO7C/9/00
`3/2000
`1983.8421
`... B6OR/25/00
`O 924 123 A2 6/1999
`O 871 330 A1
`1/2000 ........... G08C/17/OO
`11043O16
`2/1999 ........... B6OR/25/00
`2000-047691
`2/2000
`... G10L/15/28
`98.35118
`8/1998 ........... E05B/49/00
`
`DE
`DE
`DE
`EP
`EP
`JP
`JP
`WO
`
`OTHER PUBLICATIONS
`Campell, “Biometric Consortium: testing with the TOHO
`CD-ROM Voice Verification Corpus' U. S. Department of
`Defense, R2, Fort Meade, Maryland.
`Matthews et al., "Lipreading Using Shape, Shading and
`Scale”, Schoolk of Information Systems, University of East
`Anglia, Norwich NR4 7TJ, Department of Medical Bio
`physics, University of Manchester, Manchester M139PT.
`Freeman et al., “Television control by hand gestures”, Mit
`subishi Electric Research Labs, IEEE Intl. Wkshp. On
`Automatic Face and Gesture Recognition, Zurich, Jun. 1995.
`* cited by examiner
`Primary Examiner Tan Q. Nguyen
`ASSistant Examiner-Dalena Tran
`(74) Attorney, Agent, or Firm John Vodopia
`(57)
`ABSTRACT
`A System and method for identifying persons who are
`authorized to activate one or more vehicle mechanisms uses
`both an implicit identification of a face and an explicit
`identification of Speech or a gesture. This System and
`method enables identification to be performed where a
`Single identification is otherwise unable to perform the
`identification for Some reason and improves the reliability
`and accuracy of an identification So that only authorized
`perSons can activate the vehicle mechanisms. Vehicle
`mechanisms that can be activated using this multimodal
`identification System and method include, for example,
`automatic locks, automatic windows, a trunk lock, a vehicle
`engine, outdoor or interior lights, and a vehicle alarm.
`
`23 Claims, 4 Drawing Sheets
`
`ADO
`
`SPEECH
`RECOGNION
`310
`
`VOICE
`RECOGNITION
`320
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`WDEO
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`HUMAN DETECTION
`ANDTRACKNG
`330
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`SPOKEN
`COMMANDS
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`PREADING
`350
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`FACE
`RECOGNITION
`360
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`GESURE
`RECOGNITION
`340
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`
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`MTNODAL
`DENTIFICATION
`380
`
`USER
`DENTIFICATION
`
`MPCT EVENT
`RECOGNITION
`370
`
`
`
`
`
`
`
`IMPLICT
`EVENT
`
`GESTURE-BASED
`COMMANDS
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`U.S. Patent
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`Dec. 24, 2002
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`Sheet 1 of 4
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`US 6,498,970 B2
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`U.S. Patent
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`Dec. 24, 2002
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`Sheet 2 of 4
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`US 6,498,970 B2
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`Z '0||
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`U.S. Patent
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`Dec. 24, 2002
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`Sheet 3 of 4
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`US 6,498,970 B2
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`U.S. Patent
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`Dec. 24, 2002
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`Sheet 4 of 4
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`US 6,498,970 B2
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`410
`IS A PERSONNEARN NO
`THE CAR7
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`YES
`
`420
`
`NO
`
`IS THE PERSON
`AUTHORIZED?
`
`YES
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`430
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`NO
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`DETECT IMPLICT
`COMMAND?
`
`
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`YES
`
`440
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`NO
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`CONFIRM
`WITH USER
`
`YES
`YES
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`- 450
`15ETECT EXPLICINNO
`COMMAND?
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`EXECUTE VEHICLE - 460
`ACTION
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`FIG. 4
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`1
`AUTOMATIC ACCESS TO AN AUTOMOBILE
`VIA BIOMETRICS
`
`US 6,498,970 B2
`
`BACKGROUND OF THE INVENTION
`
`1. Field of the Invention
`The present invention relates to a System and method for
`providing automatic access to a vehicle and for activating
`other vehicle mechanisms using biometrics.
`2. Description of the Related Art
`An automobile or other vehicle has various mechanisms
`that can be automatically activated. An existing remote
`control device attached to a key ring, for example, allows
`one to remotely lock and unlock automatic door and trunk
`locks and to automatically turn on the engine. AS another
`example, a keypad mounted to the outside of a car door can
`be used to enter a password and thereby lock and unlock
`doors. Neither a remote control device or a keypad, however,
`is especially Secure Since a remote control device can be
`Stolen as can the passcode to be entered on a keypad. It is
`desirable to provide a Smart controller in a motor vehicle,
`enabling an intelligent vehicle providing a System and
`method for providing automatic access to a vehicle that is
`more Secure, easy to use, and that cannot be misappropri
`ated.
`Some prior-art Solutions activate vehicle functions, Such
`as unlocking of doors, in response to biometrically identi
`fying an authorized user near the vehicle. This, however, has
`the disadvantage that the user may only have intended to
`pass by his car at that time, and may not have wanted it to
`be unlocked. It is thus desirable to provide a smart controller
`in a motor vehicle which biometrically identifies authorized
`users and then performs vehicle actions only in response to
`Some further user indication.
`
`SUMMARY OF THE INVENTION
`It is an object of the present invention to provide a System
`and method for activating automatic vehicle mechanisms,
`including the providing of automatic access to a vehicle,
`using a face identification.
`It is a further object of the invention to provide a second
`means, in addition to the biometrics, for activating the
`automatic vehicle mechanisms, wherein the Second means
`can be used to indicate which vehicle mechanism is to be
`activated and in what way it is to be activated and/or to
`provide a Second layer of identification to confirm a face
`identification.
`In accordance with the invention, a System and method is
`provided for activating a vehicle mechanism using biomet
`rics. When an image of a face, having a set of unique
`biometric features, is captured in a field of View of a camera
`mounted to the vehicle, the Set of unique biometric features
`of the captured image are compared to biometric informa
`tion for a plurality of perSons authorized to activate a vehicle
`mechanism to implicitly identify whether the detected face
`belongs to a person who is authorized to activate the vehicle
`mechanism. The vehicle mechanism is activated only if the
`implicit identification determines that the face belongs to
`one of the plurality of perSons authorized to activate the
`vehicle mechanism. The system and method may further
`comprise, after implicitly identifying the face as belonging
`to one of the plurality of perSons authorized to activate the
`vehicle mechanism and before activating the vehicle
`mechanism, detecting an explicit command comprising one
`of speech uttered by the implicitly identified authorized
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`perSon and a gesture made by the implicitly identified
`authorized perSon, and comparing the detected explicit com
`mand to a set of explicit commands predefined by the
`implicitly identified authorized person to determine which
`vehicle mechanism to activate and how to activate it, if the
`vehicle mechanism is to be operated in multiple modes. The
`combination of implicit and explicit actions is a form of a
`“multimodal” vehicle control.
`The vehicle mechanism to be activated may be, for
`example, a vehicle lock that can be automatically controlled
`to move between an open position and a closed position, a
`motor that can be automatically adjusted to an “on” position
`and an “off position, vehicle lights that can be automati
`cally adjusted to an “on” position and an "off position, or
`a vehicle alarm that can be automatically activated and
`deactivated.
`Other objects and features of the present invention will
`become apparent from the following detailed description
`considered in conjunction with the accompanying drawings.
`It is to be understood, however, that the drawings are
`designed Solely for purposes of illustration and not as a
`definition of the limits of the invention, for which reference
`should be made to the appended claims. It should be further
`understood that the drawings are not necessarily drawn to
`Scale and that, unless otherwise indicated, they are merely
`intended to conceptually illustrate the Structures and proce
`dures described herein.
`
`BRIEF DESCRIPTION OF THE DRAWINGS
`In the drawings, wherein like reference numerals delin
`eate Similar elements throughout the Several views:
`FIG. 1A is a side view of an automobile along the driver's
`Side and shows the placement of various hardware, includ
`ing cameras and microphones, in accordance with one
`embodiment of the invention;
`FIG. 1B is a perspective view of a vehicle dashboard with
`a camera and microphone mounted thereto in accordance
`with the embodiment of FIG. 1,
`FIG. 2 is a block diagram depicting the System architec
`ture for controlling the vehicle mechanisms in accordance
`with the embodiment of FIG. 1,
`FIG.3 depicts functions performed in a processor accord
`ing to the present invention; and
`FIG. 4 depicts a flow chart of the steps for a multimodal
`control in accordance with the present invention to activate
`the vehicle mechanisms.
`
`DETAILED DESCRIPTION OF THE
`PRESENTLY PREFERRED EMBODIMENTS
`Referring to FIG. 1A, the present invention is imple
`mented on a vehicle 10. In the illustrated example, vehicle
`10 is an automobile, although vehicle 10 may be any type of
`vehicle, Such as a truck, Van, a bus, or a construction vehicle.
`Vehicle 10 is equipped with various automated mechanisms
`like actuators for locks 11, windows 14, 15, and a trunk
`lock/latch 16 that can unlock a trunk lid 17, and an electronic
`ignition Switch 18 in addition to the various other well
`known mechanisms that are necessary to operate a vehicle.
`Other examples of vehicle mechanisms that can be activated
`by the present invention include outdoor or interior lights
`that can be turned on or off, a mechanism that can open a
`door, and a vehicle alarm that can be activated and deacti
`Vated.
`The vehicle 10 has components that are incorporated into
`one or more places on the vehicle in order to provide
`
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`3
`computer vision for identifying a user and activating a
`vehicle mechanism. AS used herein, "computer vision' is the
`use of a computer to interpret information received from a
`Video imaging device, viz. what the Video imaging device
`SeeS. In the illustrated embodiment, these components
`include a first digital Video camera 20 mounted internally on
`the dashboard 19, shown in FIG. 1B, with the lens facing
`substantially toward a driver who will sit behind the steering
`wheel on the front seat of the vehicle. Camera 20 may be, but
`need not be, a Stereo camera. Astereo camera enables the use
`of methods which result in more comprehensive detection of
`point distances, which may improve the detection capabili
`ties as compared to the detection capabilities with a single
`lens camera. Camera 20 should be positioned so that the
`field of View of camera 20 spans an angle large enough for
`capturing the driver's facial biometric features and hand
`gestures for use in accordance with the invention to provide
`additional identification information. A microphone 22 may
`be mounted next to or within the same box as camera 20 to
`listen for Voice commands.
`A second digital video camera 30 may be mounted to the
`exterior of vehicle 10 toward the top of a pillar 23 between
`front and rear doors 24, 25 on a left side of vehicle 10. This
`camera 30 has a field of View Spanning angle large enough
`for Scanning biometric features of the face and hand gestures
`off drivers who are standing adjacent doors 24, 25 outside
`vehicle 10. A second microphone 32 may be mounted
`adjacent camera 30 to receive voice commands. A third
`digital video camera 40 may be mounted to the exterior of
`vehicle 10 toward the top of or above rear window 45.
`Camera 40 has a field of View Spanning angle large enough
`for Scanning the biometric features of the face and hand
`gestures of drivers who are standing within the field of view
`behind vehicle 10. Although it is preferred to use all three
`cameras 20, 30, 40 and all three microphones 22,32,42, one
`or two of each may be omitted.
`As shown in FIG. 2, cameras 20, 30, 40 are used to detect
`video signals. A video Switch 50 linked to the cameras 20,
`30, 40 sequentially polls each camera for a fraction of a
`Second to determine whether a face is present within the field
`of View of any of the cameras, and, if So, the facial
`expressions, lip movement and other significant biometric
`features. A detected Video Signal is transmitted from the
`respective cameras 20, 30, 40 and input to a processor 70.
`Similarly, microphones 22, 32, 42 are used to detect audio
`Signals. An audio Switch 60 linked to the microphones 22,
`32, 42 Sequentially polls each microphone for a fraction of
`a Second to determine whether a perSon is speaking at any
`of the microphones. A detected audio signal is transmitted
`from the respective microphones 22, 32, 42 and input to
`audio switch 60, which transmits the signal to processor 70
`for Speaker identification and/or speech recognition.
`Alternatively, the cameras 20, 30, 40 and the microphones
`22, 32, 42 may be activated only when a Switch or other
`input device is activated, Such as when a button is pressed,
`a key is inserted into a lock, or a wireleSS remote control
`device is activated. To enable use of the cameras 20, 30, 40
`when the ambient light is insufficient for the cameras to
`detect an image, Such as at night or when the vehicle is
`parked on a dimly lit Street or in a dimly lit garage, lights
`may the mounted near the cameras 20, 30, 40 to illuminate
`the face of the perSon attempting to access the vehicle.
`Processor 70 is a digital signal processor (DSP) dedicated
`to the tasks of performing face identification and identifi
`cation of speech and gestures. Processor 70 interfaces with
`a memory 76 on which is stored a user database 77 con
`taining a database of biometric data for perSons who are
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`US 6,498,970 B2
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`4
`authorized to operate the vehicle and, optionally, user
`Specific spoken utterances and gestures. The vehicle mecha
`nisms whose activation can be controlled by processor 70
`include, for example, actuators for door lockS 80, a trunk
`lock 90, and an engine starter 100. Processor 70 also
`interfaces with a main vehicle microcomputer 75 that con
`trols the functioning of all major computer-controlled
`vehicle Systems and components, Such as the vehicle's
`engine, transmission, etc., and may also control mechanisms
`80, 90, 100 which may be directly linked to processor 70, as
`shown, or may be directly linked to main vehicle computer
`75. Processor 70 should be capable of performing biometric
`and Speech recognition in a relatively brief time So that the
`mechanisms are activated as quickly as possible to minimize
`inconvenience and maximize Safety.
`In order to be able to recognize perSons, the user database
`77 of persons who are authorized to use the vehicle is
`created through an enrollment process, which is Supervised
`by a master user who has rights to authorize others to enroll.
`The master user may initially be, for example, a car dealer's
`Sales representative, and is thereafter preferably changed to
`the purchaser(s) of the vehicle. The enrollment process
`involves compiling biometric information about each autho
`rized perSon and Saving the information in user database 77.
`The biometric information that should be compiled includes
`information about any biometric features that are to be used
`in face recognition, including facial features like facial
`appearance and possibly including facial expressions.
`Where speech and/or gestures are also to be recognized, the
`authorized user trains the System during the enrollment
`process to recognize his Speech either in general for iden
`tification purposes or at least certain spoken utterances
`corresponding to particular voice commands, and/or to
`recognize gestures he will use to command that a particular
`vehicle mechanism be activated in a particular way. For
`example, where vehicle 10 is a family vehicle, user database
`77 will likely comprise a database of family members using
`the vehicle.
`Once the training for a particular perSon is complete, the
`face of a person who enters the field of view of one of the
`cameras 20, 30, 40 will be detected and an identification,
`Sufficient to determine if the perSon is an authorized user,
`made. If a further user action, confirming that the user
`wishes a vehicle action to be performed is detected, the
`corresponding action is performed. The further user action
`may be an explicit action Such as a predefined spoken
`utterance detected by microphones 22, 32, 42 and/or a
`predefined hand gesture sensed by cameras 20, 30, 40. Thus,
`the prior-art drawback of activating a vehicle mechanism
`(Such as unlocking a door) merely because an authorized
`user has walked past the car is avoided. The gesture can
`Serve as a command to indicate what mechanism to activate
`and how to activate it. For example, a perSon Standing at the
`driver's door might opt to say “open the door” or “open the
`trunk. Additionally, Voice recognition may be applied to
`this utterance to confirm or remand the Video identification
`already made.
`FIG. 3 is block diagram of the functions performed in
`DSP 70. Audio signals from the microphones are input to
`Speech Recognition 310 and Voice Recognition 320. Speech
`Recognition 310 determines the semantic sense of what the
`user is uttering, while Voice Recognition 320 identifies the
`user according to characteristics of his voice without regard
`to the content of what he is uttering. Speech Recognition is
`known in the art, for example in the widely-available
`programs ViaVoice(R) from IBM Corporation, NaturallyS
`peaking(R) from Dragon Systems, and Speech ProE) and
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`SpeechMagic(R) from Philips Corporation. Voice Recogni
`tion (also known as speech identification) is widely known.
`See, for example, Features and Measures for Speaker
`Recognition, J. P. Campbell, Jr., Ph.D. dissertation, Okla
`homa State University, 1992.
`Video signals from the camera are input to Human Detec
`tion and Tracking 330, which accomplishes its function by
`means known in the art. See, for example, Introductory
`Techniques for 3-D Computer Vision, Emanuele Truco and
`Alessandro Verri, Prentice Hall, 1999, particularly at Chap
`ter 7, Stereopsis, which provides methods for determining
`the locations of points in a pair of Stereo images. Extrapo
`lating from the determination of locations of a collection of
`points to a determination of the location of a human being
`who includes those points is expostulated in, for example,
`Pedestrian Detection from a Moving Vehicle, D. M. Gavrila,
`Daimler-Chrysler Research, Ulm, Germany, and in Pfinder.
`Real-Time Tracking of the Human Body, C. Wren et al, MIT
`Media Laboratory, published in IEEE Transactions on Pat
`tern Analysis and Machine Intelligence, July 1997, vol. 19.,
`no. 7, pp. 780-785.
`Information regarding a detected and tracked human is
`forwarded to Face Recognition 360. A scheme for recogni
`tion of a human face is given, for example, in U.S. Pat. No.
`5,561,718, Oct. 1, 1996 to Trew etal, incorporated herein by
`reference. In an optional embodiment of the invention,
`information regarding a detected and tracked human is also
`forwarded to LipReading 350, and audio from Voice Rec
`ognition 320 is also forwarded to LipReading 350.
`LipReading, more formally known as Visual Speech
`recognition, is known in the art. See, for example, Lipread
`ing Using Shape, Shading and Scale, Iain Matthew et al.,
`School of Information Systems, University of East Anglia,
`Norwich, U.K. LipReading 350 checks for a correspondence
`between the utterances received by the microphones and the
`oral movements received by the cameras. This could detect,
`for example, an impostor attempting to enter a vehicle using
`as a mask a full-size photograph of a rightful user.
`Information on a recognized face from Face Recognition
`360, information on a recognized voice from Voice Recog
`nition 320, and information derived from lipreading from
`LipReading 350 (if used) arc input to Multimodal Identifi
`cation 380. Techniques for Multimodal Identification are
`given in U.S. patent application Ser. No. 09/718.255, filed
`on Nov. 22, 2000, assigned to common assignee herewith,
`titled Candidate Level Multi-Modal Integration System,
`incorporated herein by reference. If the user “seen” and
`“heard” is one of the rightful users whose characteristics are
`entered in user database 77, MultiModal Identification 380
`indicates Successful authorization of the user Seen and heard.
`Speech Recognition 310 identifies commands spoken by
`the user from a predetermined repertoire of commands, and
`outputs information indicating which command has been
`spoken. Information from Human Detection and Tracking
`330 is also input to Gesture Recognition 340. Methods for
`computer interpretation of gestures are given in Television
`Control by Hand Gestures, W. T. Freeman & C. D.
`Weissman, Mitsubishi Electric Research Labs, IEEE Inter
`national Workshop on Automatic Face and Gesture
`Recognition, Zurich, June, 1995, and in U.S. Pat. No.
`6,181,343, System and Method for Permitting Three
`Dimensional Navigation through a Virtual Reality Environ
`ment Using Camera-Based Gesture Inputs, Jan. 30, 2001 to
`Lyons. Gestures from a predetermined repertoire are
`detected, and information indicating a detected gesture is
`output from Gesture Recognition 340.
`Information from Human Detection and Tracking 330 is
`further interpreted in Implicit Event Recognition 330 to
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`detect implicit events, Such as that the user is carrying
`packages which might result in opening the trunk or asking
`the user whether to open the trunk.
`According to the present invention, a user must not only
`be recognized but must also perform Some action in order to
`have a vehicle action performed. As a design choice, the
`action may Something as Simple as coming up to the driver's
`door and Standing Still for a predetermined time. AS Simple
`as this action is, it precludes the prior-art drawback of taking
`an action as Soon as the user is recognized, which might
`occur when the user is merely passing by the vehicle. As a
`further design choice, other actions may be required. For
`example, the user may be required to Say vocally "open the
`door', or “open the trunk'. Implicit actions may also be
`factored into the determination to take an action. For
`example, if a user with arms full of packages comes up to the
`trunk and Stands Still momentarily, the trunk could open
`automatically. If the user with arms full of packages comes
`up to the driver's door and Stands Still momentarily, a
`Speaker on the car might ask the Voice-Synthesized question
`“Shall I open the trunk?". If the user responds positively (as
`by saying “yes” or nodding affirmatively), the trunk might
`open; if the user responds negatively or not at all, the
`driver's door (where the user is standing) might open. Once
`a user authorized to drive the vehicle is sensed by camera 20
`to be in the driver's seat he might say “Start the engine', and
`the engine would start.
`FIG. 4 is a flowchart of a process taking place in DSP 70
`using the outputs of the function depicted in FIG. 3 to
`Selectively admit a rightful user to an automobile and its
`features. Block 410 determines according to Human Detec
`tion and Tracking 330 whether a person is near the vehicle
`10. If so, block 420 checks multimodal Identification 380 to
`determine whether that perSon is an authorized user. For an
`authorized user, block 430 determines according to Implicit
`Event Recognition 370 whether the person is giving implicit
`commands, in which case block 440 confirms with the user
`whether a corresponding action is to be taken. For example,
`if the user is carrying packages, a speech Synthesizer (not
`shown) may ask “Shall I open the trunk”. The trunk will then
`be opened in response to an affirmative utterance or gesture
`by the user detected in block 450. If the user is detected to
`be standing still at the driver's door, driver's doorlock
`control 80 can be actuated. Block 450 also responds to
`unsolicited commands given by the user as utterances or
`gestures, and in block 460 performs the corresponding
`action (e.g., "Start the engine').
`In an alternative embodiment, the explicit command may
`be an explicit command other than Speech or a gesture Such
`as an alphanumeric code entered on a keypad, for example.
`An explicit command entered by keypad will provide a
`different layer of Security for identification purposes than
`that provided by Speech and gesture recognition Since a
`keypad command can be more easily misappropriated.
`Different actions may invoke different explicit commands
`in different contexts. Thus, for example, where interior
`camera 20 detects a “thumbs up” hand gesture, it may
`indicate that the engine should be started, whereas when the
`thumbs-up gesture is made in field of view of camera 40, the
`gesture indicates that the trunk should be opened. These
`differences can be stored in memory 76 and programmed to
`be recognized by processor 70.
`Performing a multimodal identification will usually pro
`vide a more accurate and reliable result than using only a
`Single means of identification, whether implicit or explicit.
`It resolves the shortcomings in using face identification by
`
`IPR2022-00602
`Apple EX1038 Page 8
`
`

`

`7
`itself, one of which is that it may be difficult to distinguish
`between perSons with very similar facial features, especially
`when a vehicle is not to be shared by family members who
`closely resemble one another. Another problem arises when
`face identification is to be performed at night and cameras
`20, 30, 40 have difficulty discerning the facial features, even
`if a light is mounted near one or more of the cameras. The
`explicit identification Supplements the face identification
`and enables the correct identification of only authorized
`perSons.
`One or more Speakers and/or lights may be mounted
`inside or outside the vehicle to provide an alert when the
`identification method has been initiated and/or when it has
`been Successful or unsuccessful. For example, a short Sound
`of a buZZer may indicate that the person whose identification
`has been attempted is not authorized to activate any of the
`vehicle mechanisms.
`There may also be different levels of access provided so
`that one perSon may be able to access Some vehicle mecha
`nisms and another perSon can activate other mechanisms.
`This can be defined in a look up table (LUT) in memory 76
`that can be accessed by processor 70. For example, a vehicle
`owner's child who does not have a driver's license can be
`given access to open and close the door and trunk locks but
`can be denied access to Start the engine.
`Thus, while there have shown and described and pointed
`out fundamental novel features of the invention as applied to
`a preferred embodiment thereof, it will be understood that
`various omissions and Substitutions and changes in the form
`and details of the devices illustrated, and in their operation,
`may be made by those skilled in the art without departing
`from the Spirit of the invention. For example, it is expressly
`intended that all combinations of those elements and/or
`method steps which perform Substantially the same function
`in Substantially the Same way to achieve the same results are
`within the scope of the invention. Moreover, it should be
`recognized that Structures and/or elements and/or method
`Steps shown and/or described in connection with any dis
`closed form or embodiment of the invention may be incor
`porated in any other disclosed or described or Suggested
`form or embodiment as a general matter of design choice.
`What is claimed is:
`1. A method for activating a vehicle mechanism, the
`method comprising:
`capturing with a detector a first indication comprising one
`of a facial feature of a perSon, an utterance by the
`perSon, and an action performed by the perSon;
`comparing at least one of the captured facial feature and
`the captured at least one of utterance and action to a
`database comprising at least one of facial features,
`utterances, and actions that are predefined by people
`who are authorized to activate a vehicle mechanism in
`order to determine whether the perSon is authorized to
`activate a vehicle mechanism;
`if the person is authorized to activate a vehicle
`mechanism, capturing a Second indication comprising
`one of an utterance by the authorized perSon and an
`action by the authorized person for Specifying the
`vehicle mechanism to be activated; and
`activating the Specified vehicle mechanism.
`2. The method of claim 1, wherein the detector comprises
`at least one of a camera and a microphone mounted to a
`vehicle, wherein the first indication comprises at least one of
`a facial feature captured in a field of View of a camera, a
`hand gesture captured in the field of View of the camera, and
`a voice command uttered by the perSon and captured by the
`microphone.
`
`15
`
`25
`
`35
`
`40
`
`45
`
`50
`
`55
`
`60
`
`65
`
`US 6,498,970 B2
`
`8
`3. The method of claim 1, wherein the database comprises
`at least two of the facial features, utterances, and actions of
`the people who are authorized to activate the vehicle
`mechanism, wherein at least two of the facial features,
`utterances, and actions of the perSon are captured and
`compared to the database to determine whether the perSon is
`authorized to activate the vehicle mechanism.
`4. The method of claim 1, wherein an utterance captured
`for Specifying the vehicle mechanism to be activated is
`further used to corroborate the determination that the perSon
`is authorized to activate a vehicle mechanism.
`5. The method of claim 4, wherein the corroboration is
`accomplished by at least lipreading techniques.
`6. The method of claim 1, further comprising compiling
`the information for the database from the people who are
`authorized to activate the vehicle mechanism.
`7. The method of claim 1, wherein the vehicle mechanism
`to be activated comprises at least one of the group of vehicle
`mechanisms consisting of a vehicle lock that can be moved
`between an open position and a closed position, an engine
`that can be set to an “on” and an “off” condition, vehicle
`lights that can be adjusted to an “on” condition and an “off”
`condition, and a vehicle alarm that can be activated and
`deactivated.
`8. The method of claim 1, wherein the vehicle mechanism
`comprises an electronically operated door that can be
`opened and closed electronically, and wherein the Step of
`activating the vehicle mechanism comprises causing the
`vehicle door to move between a closed position and an
`opened position electronically.
`9. The method of claim 1, wherein the step of capturing
`a first indication is commenced upon activation of a Switch.
`10. The method of claim 1, wherein said step of capturing
`the Second indication comprises capturing an utterance by an
`authorized perSon.
`11. The method of claim 1, wherein Said Step of capturing
`the Second indication comprises capturing an action by an
`authorized

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