CN103793681A - Apparatus and method for identifying and confirming user and vehicle central control system using the apparatus - Google Patents
Apparatus and method for identifying and confirming user and vehicle central control system using the apparatus Download PDFInfo
- Publication number
- CN103793681A CN103793681A CN201210425667.7A CN201210425667A CN103793681A CN 103793681 A CN103793681 A CN 103793681A CN 201210425667 A CN201210425667 A CN 201210425667A CN 103793681 A CN103793681 A CN 103793681A
- Authority
- CN
- China
- Prior art keywords
- user
- picture frame
- identification
- confirmation
- identity
- 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.)
- Granted
Links
Images
Classifications
-
- 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
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
-
- 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
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/174—Facial expression recognition
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Collating Specific Patterns (AREA)
- Image Analysis (AREA)
- User Interface Of Digital Computer (AREA)
Abstract
Provided is an apparatus for identifying and confirming a user. The apparatus comprises an image sensing unit, a face identifying unit, a displaying unit, and an expression identifying unit. The image sensing unit is used for acquiring a first image frame and a second image frame. The face identifying unit is used for identifying the identity of a user according to the first image frame. The displaying unit displays the identity information of the user. The expression identifying unit is used for confirming the expression of the user according to the second image frame and outputting a confirmed signal. The invention also provides a method for identifying and confirming a user and a vehicle central control system.
Description
Technical field
The invention relates to a kind of interaction systems, particularly identify about a kind of user and confirm device, method and use the automobile central control system of described device.
Background technology
Biological identification technology has been widely used in identification at present, general biological data (biological information) for example comprises face, vocal print, fingerprint and pupil etc., wherein take any corresponding actions because face recognition technology does not need user, it is the most convenient therefore to use.
For example WO2011/121688 discloses a kind of face identification device, comprises taking unit, region detecting unit, feature acquiring unit, Distance estimation unit and feature updating block.The image that described region detecting unit obtains from described taking unit, detect predeterminable area; Described feature acquiring unit obtains the characteristic quantity of described predeterminable area; The distance between described taking unit and described predeterminable area is estimated in described Distance estimation unit; The corresponding described distance of described feature updating block is upgraded described characteristic quantity, reaches whereby high accuracy of identification.
Expression Recognition technology is current developing new technology, can be in order to detect the expression of decentraction situation state, for example angry, frightened, detest, glad, amimia, sad and surprised etc.For example United States Patent (USP) discloses the 2012169895th and discloses a kind of Hierarchical of employing Temporal Memory(HTM) facial image acquisition methods and the device of the recognizer of framework, its recognition target image is to obtain expression state and to can be applicable to the image acquiring devices such as digital still camera, USB PC Video Camera (Web Cam), network video camera (IP Cam) or monitoring camera.
The present invention proposes accordingly a kind of user's identification and confirms the automobile central control system of device, method and the described device of use, it can first utilize face identification unit to identify user's identity recycling Expression Recognition unit to confirm the correctness of described user's identity, and user need not carry out any operation with limbs and can complete identification and confirmation program whereby.
Summary of the invention
Object of the present invention is providing a kind of user's identification and is confirming device, method and use the automobile central control system of described device, and it can utilize face recognition technology identification user's identity and utilize Expression Recognition technology to carry out identity validation.
Another object of the present invention is providing a kind of user's identification and is confirming device, method and use the automobile central control system of described device, and it can be applicable to the automatic setting of various device for vehicular electronic.
The invention provides a kind of user's identification and confirm device, this identification and confirmation device comprise image sensing cell, face identification unit, display unit and Expression Recognition unit.Described image sensing cell is in order to obtain the first picture frame and the second picture frame.Described face identification unit is in order to identify user's identity according to described the first picture frame.Described display unit shows the identity information of described user's identity.Described Expression Recognition unit is in order to confirm that according to described the second picture frame user expresses one's feelings and exports confirmation signal.
The present invention also provides a kind of automobile central control system, and this automobile central control system comprises image sensing cell, face identification unit, display unit, Expression Recognition unit and control module.Described image sensing cell is in order to obtain the first picture frame and the second picture frame.Described face identification unit is in order to identify user's identity according to described the first picture frame.Described display unit shows the identity information of described user's identity.Described Expression Recognition unit is in order to confirm that according to described the second picture frame user expresses one's feelings and exports confirmation signal.Described control module reads according to described confirmation signal the driving that described user's identity is relevant and sets.
The present invention also provides a kind of user's identification and confirmation method, and this user's identification and confirmation method comprise the following step: obtain the first picture frame with image sensing cell; According to described the first picture frame identification user identity; Show the identity information of described user's identity with display unit; Obtain the second picture frame with described image sensing cell; Confirm that according to described the second picture frame user expresses one's feelings and produces confirmation signal; And according at least one electronic installation of described confirmation signal control.
In one embodiment, described face identification unit also can judge in described the first picture frame, whether there is user and/or judges the user who wants identification in described the first picture frame in multiple users.
In one embodiment, described user's identification and confirmation device separately comprise storage element, expression data and set information that this storage element is expressed one's feelings relevant in order to store at least one user's identity information, user.
In one embodiment, described display unit can show described identity information by picture and/or sound.
In one embodiment, described user's identification and confirmation method separately comprise the following step: obtain the 3rd picture frame with described image sensing cell; Confirm that according to described the 3rd picture frame user expresses one's feelings and produces storage assembly; And according to the set information of the described at least one electronic installation of described storage assembly renewal.
In user's identification of the present invention and confirmation device, method and automobile central control system, described user's identity can be expressed one's feelings and automatically confirms and need not user complete by limbs according to user.In addition, in the time that user wants to upgrade set information, also can reach by Expression Recognition.
Accompanying drawing explanation
Fig. 1 shows user's identification of the embodiment of the present invention and confirms the block schematic diagram of device;
Fig. 2 shows user's identification of the embodiment of the present invention and confirms that, in device, display unit shows the schematic diagram of identity information;
Fig. 3 shows user's identification of the embodiment of the present invention and confirms that device is applicable to the schematic diagram of automobile central control system;
Fig. 4 shows user's identification of the embodiment of the present invention and the process flow diagram of confirmation method;
Fig. 4 A ~ 4B shows user's identification of the embodiment of the present invention and another process flow diagram of confirmation method;
Fig. 5 shows user's identification of another embodiment of the present invention and confirms the block schematic diagram of device.
Description of reference numerals
1 user's identification and confirmation device 11 image sensing cells
12 face identification system 13 storage elements
14 display unit 141 display frames
142 loudspeaker arrangement 15 Expression Recognition unit
16 control module 17 electronic installations
F1 first picture frame F2 the second picture frame
ID identity information Sc confirmation signal
8 user's 9 vehicles
91 Back mirror 92 central control boards
S
21~ S
29the visual field of step F OV image sensing cell.
Embodiment
In order to allow above and other object of the present invention, feature and the advantage can be more obvious, below will coordinate appended diagram, be described in detail below.In explanation of the present invention, identical member is to represent with identical symbol, should illustrate in advance at this.
Please refer to shown in Fig. 1 the block schematic diagram that it shows user's identification of the embodiment of the present invention and confirms device.User's identification and confirmation device 1 comprise image sensing cell 11, face identification unit 12, storage element 13, display unit 14, Expression Recognition unit 15, control module 16 and electronic installation 17.In the present embodiment, the processor that described face identification unit 12, described Expression Recognition unit 15 and described control module 16 for example can be processed numerical digit data by numerical digit processor (DSP) etc. is realized, and described numerical digit processor has recognition of face algorithm and Expression Recognition algorithm in advance in inside.
The user of the embodiment of the present invention identifies and confirms that device 1 is in order to first to identify after user's identity, then expresses one's feelings and confirm the correctness of described user's identity according to user, relatively controls whereby at least one electronic installation 17.In a kind of embodiment, described user's identification and confirmation device 1 can be applicable to automobile central control system (central control system), set automatically to carry out corresponding driving according to each user's use habit, described driving set for example comprise that seat position, mirror angle, air-conditioner temperature, sound equipment settings, bearing circle height, light are set and satnav setting at least one of them, but not as limit.But, user's identification of the embodiment of the present invention and confirmation device 1 do not limit and are applicable to automobile central control system, as long as the man-computer interface system (human-machine interface system) that can allow user utilize expression to confirm for identified user's identity all can.
Described image sensing cell 11 for example can be ccd image sensor, cmos image sensor or other image sensing devices, in order to obtain the first picture frame F1 and the second picture frame F2; Wherein, described image sensing cell 11 for example can obtain image by fixing sample frequency.For example, in Fig. 1, described image sensing cell 11 is with visual field FOV(field of view) obtain user 8 image.
Described face identification unit 12 is in order to identify user's identity according to described the first picture frame F1; Wherein, described face identification unit 12 utilizes algorithm to calculate after face characteristic, searches corresponding user's identity and transfer to described display unit 14 from described storage element 13 to show.Scrutable, when described the first picture frame F1 comprises facial image, described face identification unit 12 is just identified described user's identity accordingly.
Described display unit 14 for example can be liquid crystal display (LC display) and comprises display frame 141 and/or loudspeaker arrangement (speaker) 142, as shown in Figure 2, in order to show the identity information ID of described user's identity, but also can be other kind of class display.Whereby, described display unit 14 can show described identity information ID by picture and/or sound; Wherein, described picture for example can be user's photo, image or word etc., there is no specific limited.
Described Expression Recognition unit 15 is in order to confirm that according to described the second picture frame F2 user expresses one's feelings and exports confirmation signal Sc; Wherein, described Expression Recognition unit 15 utilizes algorithm to calculate after expressive features, searches expression data that described user expresses one's feelings relevant to compare from described storage element 13.In other words, described storage element 13 has stored at least one user's described identity information ID and the expression data that described user expresses one's feelings relevant.In the embodiment of the present invention, described user expression is preferably glad expression, but not as limit, also can be anger, fear, detest, surprised, sad and amimia etc., can set voluntarily according to different users.
Described control module 16 is controlled the set condition of at least one electronic installation 17 according to described confirmation signal Sc; Wherein, described set condition is relevant to described user's identity and set voluntarily by corresponding user.Described set condition can be the running of described electronic installation 17 and sets, for example, operate intensity, running time and/or running directive property etc. and be stored in advance in described storage element 13; Wherein, described set condition is according to different electronic installation 17 and different.
As mentioned above, because described the second picture frame F2 carries out the confirmation of identity information ID to described user 8, therefore described image sensing cell 11 shows after described identity information ID in described display unit 14, just obtains described the second picture frame F2.But, this is not defined as described image sensing cell 11 during having obtained and showing described identity information ID to described display unit 14 after described the first picture frame F1, described image sensing cell 11 decommissions, continue running or decommission obtaining can be set to after described the first picture frame F1 according to the described image sensing cell 11 of different application, until described user's expression is confirmed in described Expression Recognition unit 15.
In one embodiment, described image sensing cell 11 is identified and is confirmed in described user and starts to continue running to continue to obtain described the first picture frame F1 after device 1 completes boot program.Therefore, described face identification unit 12 is better can also judge in described the first picture frame F1 whether have user 8; When there is not any user's image in described the first picture frame F1, again obtain a first picture frame F1; When described the first picture frame F1 exists user's image, described face identification unit 12 is just according to described the first picture frame F1 identification user identity.
In one embodiment, described face identification unit 12 also can judge the user who wants identification in described the first picture frame F1 in multiple users.For example, in the time having multiple user's image in described the first picture frame F1, described face identification unit 12 can be identified the most close user and want described in being the user of identification simultaneously; Wherein, described the most closely for example can identify according to modes such as the size of user's image, contrast and sharpness.In addition, described in want identification user also can assert according to other modes, the such as position of user's image etc.When described want identification user identified after, described face identification unit 12 is just carried out user's identification.In addition, described face identification unit 12 also can all be carried out identification and be shown on described display unit 14 simultaneously multiple users, and then user 8 confirms to want to identify user's identity information ID again by described Expression Recognition unit 15.
For example, in the time that described user identifies and confirm that device 1 is applied to automobile central control system, as shown in Figure 3, described image sensing cell 11 is better for driver's seat setting.For example, described image sensing cell 11 can be arranged at Back mirror 91 or central control board (central control panel) 92, but not as limit, can obtain the position of driving face image as long as being arranged at.
Shown in Fig. 1 and Fig. 3, use user's identification of the present invention and confirm that the automobile central control system of device 1 comprises described image sensing cell 11, described face identification unit 12, described storage element 13, described display unit 14, described Expression Recognition unit 15 and described control module 16.Described image sensing cell 11 is in order to obtain described the first picture frame F1 and described the second picture frame F2; Described face identification unit 12 is in order to identify user's identity according to described the first picture frame F1; Described display unit 14 shows the identity information ID of described user's identity; Described Expression Recognition unit 15 is in order to confirm that according to described the second picture frame F2 user expresses one's feelings and exports confirmation signal Sc; 16 of described control modules read according to described confirmation signal Sc the driving that described user's identity is relevant and set.In this enforcement, except being relevant to drive, set condition system sets, for example, in seat, minute surface, air-conditioning, sound equipment, bearing circle, light and global position system, at least outside the setting of the electronic installation of one of them, all the other function modes are all similar to Fig. 1 and its related description, therefore repeat no more in this.Therefore, storage element 13 described in the present embodiment item at least stores driving setting that expression data that at least one user's identity information, user express one's feelings relevant are relevant with different device for vehicular electronic etc.
In addition, user's identification of the present invention and confirmation device 1 also can express one's feelings to upgrade according to user the set information of at least one electronic installation.For example, herein still take automobile central control system as example, described image sensing cell 11 can obtain the 3rd picture frame, described Expression Recognition unit 15 can confirm that user expresses one's feelings and produces storage assembly to described control module 16 according to described the 3rd picture frame, the current set information that 16 of described control modules can store described at least one electronic installation according to described storage assembly to described storage element 13 to carry out the renewal of set information, for example upgrade seat position, mirror angle, air-conditioner temperature, sound equipment is set, bearing circle height, light set and satnav setting at least one of them.Scrutablely be, when for example can entering Data Update pattern, this renewal set information step just carries out, described Data Update pattern can according to user's indication enter or described Expression Recognition unit 15 complete identity information ID confirm after directly enter, there is no specific limited.
Please refer to shown in Fig. 4, it shows user's identification of the embodiment of the present invention and the process flow diagram of confirmation method, comprises the following step: obtain the first picture frame (step S with image sensing cell
21); According to described the first picture frame identification user identity (step S
22); Show identity information (the step S of described user's identity with display unit
23); Obtain the second picture frame (step S with described image sensing cell
24); Confirm that according to described the second picture frame user expresses one's feelings and produces confirmation signal (step S
25); According at least one electronic installation (step S of described confirmation signal control
26); Obtain the 3rd picture frame (step S with described image sensing cell
27); Confirm that according to described the 3rd picture frame user expresses one's feelings and produces storage assembly (step S
28); And according to set information (the step S of the described at least one electronic installation of described storage assembly renewal
29); Wherein, in the time that the user identification of the present embodiment and confirmation method are applied to automobile central control system, described electronic installation for example comprise seat, minute surface, air-conditioning, sound equipment, bearing circle, light and global position system at least one of them, but not as limit.In the present embodiment each step be described in detail in Fig. 1,3 and its related description in, therefore repeat no more in this, Fig. 4 further illustrates the enforcement order of each step.
Please refer to shown in Fig. 4 A, it shows user's identification of the embodiment of the present invention and another process flow diagram of confirmation method, and it is step S in Fig. 4
21with step S
22between judge separately in described the first picture frame F1 whether have user (step S
211); When not having any user in described the first picture frame F1, get back to step S
21again obtain a first picture frame F1; When having user in described the first picture frame F1, described face identification unit 12 is just according to described the first picture frame F1 identification user identity.
Please refer to shown in Fig. 4 B, it shows user's identification of the embodiment of the present invention and another process flow diagram of confirmation method, and it is step S in Fig. 4
21with step S
22between to judge separately in described the first picture frame F1 whether have multiple user (step S
212); When not having any user in described the first picture frame F1, get back to step S
21again obtain a first picture frame F1; When having multiple users in described the first picture frame F1, described face identification unit 12 first judges user (the step S that wants identification in described the first picture frame F1 in multiple users
213) after, then described in identification, want user's identity (step S of one of user of identification
22); Wherein, want described in as previously mentioned the user of identification to assert according to user's distance or user position.
Shown in Fig. 5, the block schematic diagram that it shows user's identification of another embodiment of the present invention and confirms device.The difference of Fig. 5 and Fig. 1 is, the second picture frame F2 described in Fig. 5 is resent to described Expression Recognition unit 15 after being first sent to described face identification unit 12, and other parts are similar with Fig. 1.For example, in an embodiment, when described display unit 14 represents after described identity information ID, described face identification unit 12 is just sent to described Expression Recognition unit 15 by described the second picture frame F2.In another embodiment, when described face identification unit 12 notifies described display unit 14 to represent described identity information ID, just the picture frame (i.e. the second picture frame F2) described imageing sensor 11 being obtained is sent to described Expression Recognition unit 15, and it can carry out Expression Recognition when described display unit 14 represents described identity information ID or afterwards.In another embodiment, identification work separately can be carried out with identical picture frame in described face identification unit 12 and described Expression Recognition unit 15, is also that described the first picture frame F1 and described the second picture frame F2 can be same picture frame.
In sum, known face recognition technology algorithms different from Expression Recognition utilization there is different application.The present invention separately proposes a kind of user's identification and confirms device (Fig. 1) and user's identification and confirmation method (Fig. 4), confirm the correctness of user identity in order to express one's feelings by user, and can be applicable to automobile central control system and there is different driving and set the inconvenience being caused to get rid of different driving.
Although the present invention is by disclosing with previous embodiment, it is not in order to limit the present invention, any technician in the technical field of the invention with common knowledge, without departing from the spirit and scope of the present invention, when doing various changes and modification.Therefore the scope that protection scope of the present invention ought define depending on accompanying claim scope is as the criterion.
Claims (23)
1. user's identification and a confirmation device, this user's identification and confirmation device comprise:
Image sensing cell, in order to obtain the first picture frame and the second picture frame;
Face identification unit, in order to identify user's identity according to described the first picture frame;
Display unit, shows the identity information of described user's identity; And
Expression Recognition unit, in order to confirm that according to described the second picture frame user expresses one's feelings and exports confirmation signal.
2. user's identification according to claim 1 and confirmation device, this user's identification and confirmation device also comprise storage element, and this storage element is in order to store at least one user's described identity information and the expression data that this user expresses one's feelings relevant.
3. user's identification according to claim 1 and confirmation device, this user's identification and confirmation device also comprise control module, and this control module is according to the set condition of at least one electronic installation of described confirmation signal control.
4. user's identification according to claim 3 and confirmation device, wherein said set condition is relevant to described user's identity.
5. according to the user's identification described in claim 3 or 4 and confirmation device, this user's identification and confirmation device also comprise storage element, and this storage element is in order to store described set condition.
6. user's identification according to claim 1 and confirmation device, wherein said image sensing cell obtains described the second picture frame after described display unit shows described identity information.
7. user's identification according to claim 1 and confirmation device, wherein said face identification unit also judges in described the first picture frame whether have user.
8. user's identification according to claim 1 and confirmation device, wherein said face identification unit also judges the user who wants identification in described the first picture frame in multiple users.
9. user's identification according to claim 1 and confirmation device, wherein said the first picture frame and described the second picture frame are same picture frame.
10. an automobile central control system, this automobile central control system comprises:
Image sensing cell, in order to obtain the first picture frame and the second picture frame;
Face identification unit, in order to identify user's identity according to described the first picture frame;
Display unit, shows the identity information of described user's identity;
Expression Recognition unit, in order to confirm that according to described the second picture frame user expresses one's feelings and exports confirmation signal; And
Control module, reads according to described confirmation signal the driving that described user's identity is relevant and sets.
11. automobile central control system according to claim 10, the relative driver's seat setting of wherein said image sensing cell.
12. automobile central control system according to claim 10, wherein said driving setting comprises at least one in seat position, mirror angle, air-conditioner temperature, sound equipment setting, bearing circle height, light setting and satnav setting.
13. automobile central control system according to claim 10, this automobile central control system also comprises storage element, and this storage element is set in order to the expression data and the described driving that store at least one user's described identity information, described user and express one's feelings relevant.
14. automobile central control system according to claim 10, wherein said image sensing cell obtains described the second picture frame after described display unit shows described identity information.
15. automobile central control system according to claim 10, wherein said face identification unit also judges in described the first picture frame whether have user.
16. automobile central control system according to claim 10, wherein said face identification unit also judges the user who wants identification in described the first picture frame in multiple users.
17. automobile central control system according to claim 10, wherein said display unit shows described identity information by picture and/or sound.
18. automobile central control system according to claim 10, wherein said the first picture frame and described the second picture frame are same picture frame.
19. 1 kinds of users identify and confirmation method, and this user's identification and confirmation method comprise the following step:
Obtain the first picture frame with image sensing cell;
According to described the first picture frame identification user identity;
Show the identity information of described user's identity with display unit;
Obtain the second picture frame with described image sensing cell;
Confirm that according to described the second picture frame user expresses one's feelings and produces confirmation signal; And
According at least one electronic installation of described confirmation signal control.
20. user's identification according to claim 19 and confirmation methods, wherein said electronic installation comprises at least one in seat, minute surface, air-conditioning, sound equipment, bearing circle, light and global position system.
21. user's identification according to claim 19 and confirmation methods, this user's identification and confirmation method also comprise:
Judge in described the first picture frame and whether have user; And/or
Judge the user who wants identification in described the first picture frame in multiple users.
22. user's identification according to claim 19 and confirmation methods, this user's identification and confirmation method also comprise:
Obtain the 3rd picture frame with described image sensing cell;
Confirm that according to described the 3rd picture frame user expresses one's feelings and produces storage assembly; And
Upgrade the set information of described at least one electronic installation according to described storage assembly.
23. user's identification according to claim 19 and confirmation methods, wherein said the first picture frame and described the second picture frame are same picture frame.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210425667.7A CN103793681B (en) | 2012-10-30 | 2012-10-30 | User identifies and confirmed device, method and the automobile central control system using the device |
| CN201711159736.3A CN107832726B (en) | 2012-10-30 | 2012-10-30 | User identification and confirmation device and vehicle central control system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210425667.7A CN103793681B (en) | 2012-10-30 | 2012-10-30 | User identifies and confirmed device, method and the automobile central control system using the device |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711159736.3A Division CN107832726B (en) | 2012-10-30 | 2012-10-30 | User identification and confirmation device and vehicle central control system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN103793681A true CN103793681A (en) | 2014-05-14 |
| CN103793681B CN103793681B (en) | 2017-12-15 |
Family
ID=50669329
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201210425667.7A Active CN103793681B (en) | 2012-10-30 | 2012-10-30 | User identifies and confirmed device, method and the automobile central control system using the device |
| CN201711159736.3A Active CN107832726B (en) | 2012-10-30 | 2012-10-30 | User identification and confirmation device and vehicle central control system |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711159736.3A Active CN107832726B (en) | 2012-10-30 | 2012-10-30 | User identification and confirmation device and vehicle central control system |
Country Status (1)
| Country | Link |
|---|---|
| CN (2) | CN103793681B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106403203A (en) * | 2016-11-24 | 2017-02-15 | 广东美的制冷设备有限公司 | Control method and control device of air conditioner and air conditioner |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110944429B (en) * | 2018-09-19 | 2021-11-12 | 比亚迪股份有限公司 | In-vehicle light control method and device and vehicle |
| CN110887161B (en) * | 2019-11-13 | 2021-04-09 | 珠海格力电器股份有限公司 | Air supply control method and air supply device based on face recognition and face tracking and air conditioner |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060082438A1 (en) * | 2003-09-05 | 2006-04-20 | Bazakos Michael E | Distributed stand-off verification and face recognition systems (FRS) |
| CN1769107A (en) * | 2004-11-03 | 2006-05-10 | 上海杰得微电子有限公司 | Automobile anti-theft method based on human face identification technology |
| CN101825947A (en) * | 2010-05-04 | 2010-09-08 | 中兴通讯股份有限公司 | Method and device for intelligently controlling mobile terminal and mobile terminal thereof |
| CN102385703A (en) * | 2010-08-27 | 2012-03-21 | 北京中星微电子有限公司 | Identity authentication method and identity authentication system based on human face |
| CN102390349A (en) * | 2011-09-28 | 2012-03-28 | 福州海景科技开发有限公司 | Vehicle anti-theft system based on infrared and face recognition technology |
| CN102509053A (en) * | 2011-11-23 | 2012-06-20 | 唐辉 | Authentication and authorization method, processor, equipment and mobile terminal |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101316169B (en) * | 2008-07-18 | 2010-11-03 | 张曌 | Network identity verification method based on internet third party biological characteristic validation |
| CN202026326U (en) * | 2010-12-17 | 2011-11-02 | 北京中创智信科技有限公司 | Digital signature device |
| TW201226245A (en) * | 2010-12-31 | 2012-07-01 | Altek Corp | Vehicle apparatus control system and method thereof |
-
2012
- 2012-10-30 CN CN201210425667.7A patent/CN103793681B/en active Active
- 2012-10-30 CN CN201711159736.3A patent/CN107832726B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060082438A1 (en) * | 2003-09-05 | 2006-04-20 | Bazakos Michael E | Distributed stand-off verification and face recognition systems (FRS) |
| CN1769107A (en) * | 2004-11-03 | 2006-05-10 | 上海杰得微电子有限公司 | Automobile anti-theft method based on human face identification technology |
| CN101825947A (en) * | 2010-05-04 | 2010-09-08 | 中兴通讯股份有限公司 | Method and device for intelligently controlling mobile terminal and mobile terminal thereof |
| CN102385703A (en) * | 2010-08-27 | 2012-03-21 | 北京中星微电子有限公司 | Identity authentication method and identity authentication system based on human face |
| CN102390349A (en) * | 2011-09-28 | 2012-03-28 | 福州海景科技开发有限公司 | Vehicle anti-theft system based on infrared and face recognition technology |
| CN102509053A (en) * | 2011-11-23 | 2012-06-20 | 唐辉 | Authentication and authorization method, processor, equipment and mobile terminal |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106403203A (en) * | 2016-11-24 | 2017-02-15 | 广东美的制冷设备有限公司 | Control method and control device of air conditioner and air conditioner |
Also Published As
| Publication number | Publication date |
|---|---|
| CN103793681B (en) | 2017-12-15 |
| CN107832726B (en) | 2021-08-24 |
| CN107832726A (en) | 2018-03-23 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11222197B2 (en) | User recognition and confirmation method | |
| EP3232343A1 (en) | Method and apparatus for managing video data, terminal, and server | |
| CN105512685B (en) | Object identification method and device | |
| KR101575159B1 (en) | Method of operating application for providing parking information to mobile terminal | |
| CN104508720B (en) | Drive assistance device | |
| KR101563542B1 (en) | Parking information system using mobile terminal | |
| US11120707B2 (en) | Cognitive snapshots for visually-impaired users | |
| CN111125442B (en) | Data labeling method and device | |
| CN103853462A (en) | System and method for providing user interface using hand shape trace recognition in vehicle | |
| CN108090908B (en) | Image segmentation method, device, terminal and storage medium | |
| EP3547253B1 (en) | Image analysis method and device | |
| CN110044638B (en) | Method and device for testing lane keeping function and storage medium | |
| US20210394636A1 (en) | Systems and methods for identifying characteristics of electric vehicles | |
| CN111142655A (en) | Interaction method, terminal and computer readable storage medium | |
| CN109887331A (en) | A kind of parking stall monitoring terminal and its monitoring method with Car license recognition function | |
| CN103793681A (en) | Apparatus and method for identifying and confirming user and vehicle central control system using the apparatus | |
| JP2007172378A (en) | Apparatus for specifying object to be gazed at | |
| CN111325701A (en) | Image processing method, device and storage medium | |
| CN109032332A (en) | Man-machine interaction method, system, storage medium and the intelligent terminal of intelligent terminal | |
| CN112667290A (en) | Instruction management method, device, equipment and computer readable storage medium | |
| CN107402349A (en) | The just abnormal detection method of switch and device in a kind of vehicle | |
| CN113326800B (en) | Lane line position determination method and device, vehicle-mounted terminal and storage medium | |
| US10893388B2 (en) | Map generation device, map generation system, map generation method, and non-transitory storage medium including instructions for map generation | |
| US11233953B2 (en) | Image editing method and electronic device supporting same | |
| CN111824170B (en) | Method, system, device and electronic equipment for obtaining vehicle performance information |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |