CN109409220A - Business bootstrap technique, device and storage medium based on recognition of face - Google Patents

Business bootstrap technique, device and storage medium based on recognition of face Download PDF

Info

Publication number
CN109409220A
CN109409220A CN201811095360.9A CN201811095360A CN109409220A CN 109409220 A CN109409220 A CN 109409220A CN 201811095360 A CN201811095360 A CN 201811095360A CN 109409220 A CN109409220 A CN 109409220A
Authority
CN
China
Prior art keywords
face
user
business
image
recognition
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
CN201811095360.9A
Other languages
Chinese (zh)
Inventor
杨勇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ping An Technology Shenzhen Co Ltd
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Priority to CN201811095360.9A priority Critical patent/CN109409220A/en
Priority to PCT/CN2018/123598 priority patent/WO2020056980A1/en
Publication of CN109409220A publication Critical patent/CN109409220A/en
Withdrawn legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161Detection; Localisation; Normalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/02Banking, e.g. interest calculation or account maintenance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168Feature extraction; Face representation

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Health & Medical Sciences (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Finance (AREA)
  • General Business, Economics & Management (AREA)
  • Economics (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • General Health & Medical Sciences (AREA)
  • Accounting & Taxation (AREA)
  • Data Mining & Analysis (AREA)
  • Tourism & Hospitality (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Technology Law (AREA)
  • Development Economics (AREA)
  • Collating Specific Patterns (AREA)

Abstract

The present invention relates to artificial intelligence technologys, provide a kind of business bootstrap technique, device and computer readable storage medium based on recognition of face.This method comprises: obtaining the face-image of user, the face-image is identified using predetermined face identification system;The identity information of user is extracted from preset User Information Database according to the recognition result of the face-image;Product information associated with the identity information is inquired in operation system, to user recommendation business relevant to the type of product information that inquiry obtains;The business that the user selects from the business of recommendation is received, gradually guides the user to handle the selected business according to pre-set business boot flow.Using face recognition technology, user identity can be identified, by recommending relevant business to specific user, can simplify business bootup process, business handling efficiency is improved, to promote user experience.

Description

Business bootstrap technique, device and storage medium based on recognition of face
Technical field
The present invention relates to field of artificial intelligence more particularly to a kind of business bootstrap techniques based on recognition of face, dress It sets and computer readable storage medium.
Background technique
With the development of society and the arrival of information age, business event is becomed more diverse and is complicated.Such as in gold Melt field, client generally requires to prompt and guide in transacting business, attendant when in face of trifling many and diverse work, Usually feel that body and mind is all tired.Especially in the peak traffic phase, attendant is so busy that have more visitors or business than one can attend to, and customer experience is also difficult to be protected Barrier.Therefore, the problem of how improving business handling efficiency, promoting customer experience, become researcher's growing interest.
Currently, hospital and financial institution etc., which have been incorporated into self-aided terminal, provides Self-Service for user, however, it is existing from Help terminal mainly with function it is integrated based on, all business function achieved by the self-aided terminal are usually integrated in main interface Can, and self-aided terminal generally requires to realize a variety of business functions, and being fully integrated into main interface and will use family intuitively to obtain The business function handled needed for getting.
Summary of the invention
For these reasons, it is necessary to which providing a kind of business bootstrap technique, device and computer based on recognition of face can Storage medium is read, more intelligent business guide service is provided for user, simplifies business bootup process, improves business handling effect Rate realizes the optimization of user experience.
To achieve the above object, the present invention provides a kind of business bootstrap technique based on recognition of face, is applied to electronics and fills It sets, this method comprises:
Identification step: obtaining the face-image of user, identifies the face-image using predetermined face identification system;
Extraction step: the use is extracted from preset User Information Database according to the recognition result of the face-image The identity information at family;
Recommendation step: inquiring associated with identity information product information in operation system, recommend to the user and Inquire the obtained relevant business of type of product information;And
Directing step: receiving the business that the user selects from the business of recommendation, is guided and is flowed according to pre-set business Journey gradually guides the user to handle the selected business.
Preferably, the identification step includes:
A realtime graphic for obtaining the user pre-processes the realtime graphic to obtain the face of the user Image;
The face-image is inputted into the predetermined face identification system;
Receive that the face identification system searches from the preset User Information Database with the face-image The identity image and matching degree matched;
When the matching degree is greater than or equal to the first preset threshold, the identity image and corresponding identity information are made For the recognition result of the face-image;And
When the matching degree is less than first preset threshold, realtime graphic obtaining step is returned to, described in reacquisition The realtime graphic of user.
Preferably, described pre-process includes:
The human face region for including in the realtime graphic is identified using face recognition algorithms;
When in the realtime graphic including a human face region, using the face area image as the face of the user Image, and the face-image is adjusted to default size;And
When in the realtime graphic including multiple human face regions, choose described in the maximum human face region image conduct of size The face-image of user, and the face-image is adjusted to default size.
Preferably, after the identification step, this method further include:
When the matching degree is greater than the second preset threshold, the face-image is stored to the preset user information As the identity image of the user in database, wherein second preset threshold is greater than first preset threshold.
Preferably, this method further include:
It is not inquired and the identity when the recognition result for the face-image for failing to obtain the user or in operation system When the associated product information of information, recommend predetermined basic service to the user.
Preferably, this method further include:
The business boot flow is shown to user in a manner of visual display and voice prompting.
The present invention also provides a kind of electronic device, which includes photographic device, memory and processor, described to deposit Include the business bootstrap based on recognition of face in reservoir, is realized when which is executed by the processor as follows Step:
Identification step: obtaining the face-image of user, identifies the face-image using predetermined face identification system;
Extraction step: the use is extracted from preset User Information Database according to the recognition result of the face-image The identity information at family;
Recommendation step: inquiring associated with identity information product information in operation system, recommend to the user and Inquire the obtained relevant business of type of product information;And
Directing step: receiving the business that the user selects from the business of recommendation, is guided and is flowed according to pre-set business Journey gradually guides the user to handle the selected business.
The present invention also provides a kind of computer readable storage medium, it is stored in the computer readable storage medium based on people The business bootstrap of face identification, is realized when which is executed by processor as described above based on recognition of face Arbitrary steps in business bootstrap technique.
Business bootstrap technique, device and computer readable storage medium provided by the invention based on recognition of face, passes through Obtain user face-image, determine user identity in conjunction with face recognition technology, then according in operation system with user identity The associated product information of information recommends business relevant to the product information to the user, finally receives the user from recommendation The business selected in business gradually guides the user to handle the selected business according to pre-set business boot flow. According to face identification system to the recognition result of active user, the identity information of the available user and with the identity information To associated product information, to targetedly recommend related service to user.Therefore, using the present invention, help to simplify User interface simplifies business boot flow, business handling efficiency is improved, to promote user experience.
Detailed description of the invention
Fig. 1 is the schematic diagram of one embodiment of electronic device of the present invention;
Fig. 2 is the Program modual graph of one embodiment of business bootstrap based on recognition of face in Fig. 1;
Fig. 3 is that the present invention is based on the flow charts of one embodiment of business bootstrap technique of recognition of face.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
Understand to make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with several attached drawings and reality Example is applied, the present invention is further described in detail.It should be understood that specific embodiment described herein is only used to It explains the present invention, is not intended to limit the present invention.Based on the embodiments of the present invention, those of ordinary skill in the art are not doing Every other embodiment obtained under the premise of creative work out, shall fall within the protection scope of the present invention.
The present invention provides a kind of electronic device.It is the schematic diagram of 1 one embodiment of electronic device of the present invention shown in referring to Fig.1. In this embodiment, electronic device 1 can be the terminal device that server, intelligent robot etc. have storage and calculation function. In one embodiment, when electronic device 1 be server when, the server can be rack-mount server, blade server, The one or more of tower server or Cabinet-type server etc..
The electronic device 1 includes memory 11, processor 12, network interface 13 and photographic device 14.
Wherein, memory 11 includes the readable storage medium storing program for executing of at least one type.The readable of at least one type is deposited Storage media can be the non-volatile memory medium of such as flash memory, hard disk, multimedia card, card-type memory.In some embodiments, The readable storage medium storing program for executing can be the internal storage unit of the electronic device 1, such as the hard disk of the electronic device 1.Another In some embodiments, the readable storage medium storing program for executing is also possible to the external memory of the electronic device 1, such as electronics dress Set the plug-in type hard disk being equipped on 1, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card (Flash Card) etc..
In the present embodiment, the readable storage medium storing program for executing of the memory 11 is commonly used in the preset user information data of storage Library, the face-image of acquisition and business bootstrap 10 based on recognition of face etc..The memory 11 can be also used for temporarily When store the data that has exported or will export.
Processor 12 can be a central processing unit (Central Processing Unit, CPU), microprocessor or its His data processing chip, program code or processing data for being stored in run memory 11, such as execute and known based on face Other business bootstrap 10 etc..
Network interface 13 may include standard wireline interface and wireless interface (such as WI-FI interface).Commonly used in the electricity Communication connection is established between sub-device 1 and other electronic equipments or system, such as is established with predetermined face identification system Communication connection.
Photographic device 14 is mountable to specified region, such as Bank Hall entrance, to the target for entering the specified region Captured in real-time obtains realtime graphic, and the realtime graphic is transmitted to processor 12 by network.
Fig. 1 illustrates only the electronic device 1 with component 11-14, it should be understood that being not required for implementing all show Component out, the implementation that can be substituted is more or less component.
Optionally, which can also include input unit such as keyboard (Keyboard), speech input device ratio The equipment and instantaneous speech power such as loudspeaker, earphone that such as microphone (Microphone) has speech identifying function Deng.Speech input device can be used for receiving the business of user's selection, and instantaneous speech power can be used for providing a user voice prompting.
Optionally, which can also include display, be referred to as display screen or display unit.Some It can be light-emitting diode display, liquid crystal display, touch-control liquid crystal display and Organic Light Emitting Diode (Organic in embodiment Light-Emitting Diode, OLED) display etc..Display for show the information handled in the electronic apparatus 1 and For showing visual user interface.
Optionally, which further includes touch sensor.It is touched provided by the touch sensor for user The region for touching operation is known as touch area.In addition, touch sensor described here can be resistive touch sensor, capacitor Formula touch sensor etc..Moreover, the touch sensor not only includes the touch sensor of contact, proximity may also comprise Touch sensor etc..In addition, the touch sensor can be single sensor, or such as multiple biographies of array arrangement Sensor.
In addition, the area of the display of the electronic device 1 can be identical as the area of the touch sensor, it can also not Together.Optionally, display and touch sensor stacking are arranged, to form touch display screen.The electronic device 1 is based on touching Display screen is touched to show visual user interface to user and detect the touch control operation that user triggers.
The electronic device 1 can also include radio frequency (Radio Frequency, RF) circuit, sensor, voicefrequency circuit, have Line interface and wireless interface etc., details are not described herein.
In the above-described embodiments, processor 12 executes the business bootstrap based on recognition of face stored in memory 11 Following steps may be implemented when 10:
Identification step: obtaining the face-image of user, identifies the face-image using predetermined face identification system;
Extraction step: the use is extracted from preset User Information Database according to the recognition result of the face-image The identity information at family;
Recommendation step: inquiring associated with identity information product information in operation system, recommend to the user and Inquire the obtained relevant business of type of product information;And
Directing step: receiving the business that the user selects from the business of recommendation, is guided and is flowed according to pre-set business Journey gradually guides the user to handle the selected business.
In the present embodiment, for guiding user's handling bank business, concrete scheme of the invention is illustrated, but It is understood that the present invention is not limited in banking guidance.When user enters Bank Hall, the photographic device 14 Automatically a realtime graphic is shot for the user, and the realtime graphic is transmitted to by the processor 12 by network.In order to from The face-image that corresponding user is obtained in realtime graphic, needs to pre-process realtime graphic, specifically include: in processor 12 After the realtime graphic for receiving the shooting of photographic device 14, which is converted to the gray level image of same size;It will conversion Obtained gray level image histogram equalization (Histogram Equalization), realizes fixed brightness and contrast, and Reduce the information content of the gray level image;The face in the gray level image is detected, the object comprising face information is returned, obtains The data of face position, and face number is recorded, complete the identification and extraction process of human face region.
It is understood that the several users take the photograph with this if there is several users in the image pickup scope of the photographic device 14 As the distance difference of device 14, then the size of the human face region of the several users in realtime graphic is also different.That is, institute State photographic device 14 shooting realtime graphic in may include several users face-image, can use face recognition algorithms from Multiple human face regions are extracted in the realtime graphic, and the maximum people of size is then chosen from multiple human face regions that extraction obtains Face-image of the face area image as active user.If extracting a human face region, only from realtime graphic with the people Face-image of the face region as active user.Meanwhile for the ease of subsequent recognition of face, which is pressed into default size (for example, 256*256 pixel) saves.In the present embodiment, the face recognition algorithms are the eigenface side based on gray level image Method, in other embodiments, the face recognition algorithms can also be for based on the methods of geometrical characteristic, Local Features Analysis side Method, the method based on elastic model, neural network method, etc..
After obtaining the face-image of user, which is inputted into predetermined face identification system, utilizes this Face identification system in the memory 11 in preset User Information Database from searching for and the identity of the facial images match Image, and then determine user identity.It should be noted that the predetermined face identification system is using described preset The identity image of all users in User Information Database is trained in advance, and its object is to by the real-time figure of active user As matching with the identity image of the user in the preset User Information Database, matched identity image and right is exported The matching degree answered.When the matching degree is greater than or equal to the first preset threshold (such as 80), by the matched identity image and right The recognition result for the face-image that the identity information answered is pre-processed as the realtime graphic;Described in being less than when the matching degree When the first preset threshold, the realtime graphic of active user is reacquired, is repeated the above process, so that it is determined that user identity.If weight Multiple preset times (such as 3 times), still can not determine user identity, be often as in the preset User Information Database It does not include the identity information of the user, electronic device 1 determines that the user for the new user of bank, recommends true in advance to the user automatically Fixed basic service, such as business of opening an account, and the identity information of user is obtained in the process, it is stored to described preset In User Information Database, so as to subsequent use.During images match as described above, when the matching degree is greater than second in advance If when threshold value (such as 90), the realtime graphic that the photographic device 14 obtains is stored to the preset User Information Database A middle identity image as the user, so as to improve the accuracy of recognition of face.Currently, face recognition technology is suitable Maturation, details are not described herein.
After identifying user identity using predetermined face identification system, electronic device 1 can be from the preset use All information of the user, including but not limited to name, gender, address, ID card No., identity are extracted in the information database of family Then image, phone number etc. are inquired in banking system according to the identity information of the user (such as ID card No.) Product information associated with the identity information, such as bank card type and quantity, finance product type and the amount of money, loan letter Breath, etc..According to the type of the product information, relevant business can be recommended to user.For example, having under user name when inquiring When an at least deposit card for the bank, recommend savings card business to the user, including transfers accounts, inquires and password change etc.;When When having an at least credit card for the bank under user name, to the user recommend credit card business, including enchashment, amount adjustment and Accumulated point exchanging etc.;When there is at least one finance product of the bank under user name, recommend other income higher to the user or The higher finance product of safety coefficient.Above with respect to recommending the introduction of related service to be only to provide partial example, fail exhaustion.When When not inquiring product information associated with the identity information of active user from banking system, electronic device 1 is automatic The user is determined for the new user of bank, recommends predetermined basic service, such as business of opening an account to the user.It is more when inquiring When kind product information associated with the identity information of active user, it can be carried out according to preset business recommended sequence to the user Business recommended, for example, finance services are prior to credit card business, credit card business is prior to saving card business.In the present embodiment In, it is assumed that inquiring active user in this bank has deposit card, also has loan transaction, then it is defeated to can use voice for electronic device 1 Device (such as loudspeaker) provides voice prompting for user out: the business that you please be selected to be handled, and (such as touches in display Display screen) on show: A- saves card business, B- loan transaction, C- other business.User can select industry by touch display screen Business, or utilize speech input device (such as microphone) incoming traffic title, finishing service selection operation.
After user's finishing service selection operation, the business that electronic device 1 is selected according to user, according to pre-set industry Business boot flow gradually guides the user to handle the selected business.For example, after user's selection " A- saves card business ", language Sound prompts user " bank card that please be inserted into you ", and in interface display " other business " option;
After user is inserted into deposit card, voice prompting user " bank card password that you please be input ", and " forget in interface display Remember password " option;
After user selects " forgetting Password ", voice prompting user " in order to guarantee your account safety, needs to verify you Identity information please be inserted into your identity card ", and in the guidance animation of interface display insertion identity card;
After user is correctly inserted into identity card, voice prompting " identity information verifying is completed, and please keep your identity card well ", and The guidance animation of identity card is fetched in interface display;
After user fetches identity card, voice prompting " new password that you please be input ", and in interface display soft keyboard;
After user inputs and confirms new password, voice prompting " password is successfully modified, if needs to handle other business ", And in interface display "Yes" and "No" option;
After user selects "No", voice prompting " thanks use, please fetch your bank card, welcome presence next time ", and The guidance animation of bank card is fetched in interface display.
The introduction for handling selection business above with respect to guidance user is only to provide partial example, fails exhaustion.
The electronic device 1 that above-described embodiment proposes, determines user identity by recognition of face, by looking into operation system It askes to the associated product information of subscriber identity information to the relevant business of user's recommendation, and receives business of the user from recommendation The business of middle selection gradually guides the user to handle the selected business according to pre-set business boot flow.Pass through It is targetedly business recommended, user interface can be simplified, business handling efficiency is improved, to promote user experience.
In other embodiments, the business bootstrap 10 based on recognition of face can be divided into multiple modules, this is more A module is stored in memory 12, and is executed by processor 13, to complete the present invention.The so-called module of the present invention refers to energy Enough complete the series of computation machine program instruction section of specific function.
It is the Program modual graph of 10 1 embodiment of business bootstrap based on recognition of face in Fig. 1 referring to shown in Fig. 2. In the present embodiment, the business bootstrap 10 based on recognition of face can be divided into: identification module 110 extracts mould Block 120, recommending module 130 and guiding module 140.The function and operation step that the module 110-140 is realized is and above Similar, this will not be detailed here, illustratively, such as wherein:
Identification module 110, for obtaining the face-image of user, and should using the identification of predetermined face identification system Face-image;
Extraction module 120, for being mentioned from preset User Information Database according to the recognition result of the face-image The identity information of the user is taken, and inquires product information associated with the identity information in operation system;
Recommending module 130, for recommending business relevant with obtained type of product information is inquired to the user;
Guiding module 140, the business selected from the business of recommendation for receiving the user, according to pre-set business Boot flow gradually guides the user to handle the selected business.
In addition, the present invention also provides a kind of business bootstrap technique based on recognition of face.Referring to shown in Fig. 3, for the present invention The flow chart of the first embodiment of business bootstrap technique based on recognition of face.The processor 12 of electronic device 1 executes memory The as follows of the business bootstrap technique based on recognition of face is realized when the business bootstrap 10 based on recognition of face stored in 11 Step:
Step S300, identification module 110 obtain the face-image of user, are identified using predetermined face identification system The face-image.Specifically, when user appears in specified region (such as Bank Hall entrance), the photographic device 14 is certainly It is dynamic or waken up by the identification module 110, shoot a realtime graphic for the user, identification module 110 to the realtime graphic into Row pretreatment obtains the face-image of the user, and the face-image is inputted predetermined face identification system, benefit It is searched for from preset User Information Database with the face identification system and obtains the identity image most like with the face-image. The identity image is a part of user information in the User Information Database, by the face-image and the body Part image is matched, and can determine user identity.
Step S301, extraction module 120 is according to the recognition result of the face-image from preset User Information Database The middle identity information for extracting the user.Specifically, after identification module 110 realizes that user identity determines function, extraction module 120 can be according to the recognition result of the face-image, i.e., the determination of the described user identity is as a result, from preset user information data The identity information of the user is extracted in library.The identity information includes but is not limited to address name, gender, address, identification card number Code, identity image, phone number.The identity image can be the identity card picture of user, or the user meets pre- If other photograph images of condition (match degree is greater than the preset threshold for example, with existing identity image).
Step S302, extraction module 120 inquire product information associated with the identity information in operation system, and will It is sent to recommending module 130, and the product information based on the received of recommending module 130 recommends to user and inquires obtained product The relevant business of information type.For example, when user is when there is deposit card in certain bank, also there is loan transaction, recommending module 130 can be with Voice prompting is provided using instantaneous speech power (such as loudspeaker) for user: the business that you please be select to be handled, and showing Show on device (such as touch display screen): A- saves card business, B- loan transaction, C- other business.
Step S303, guiding module 140 receives the business that the user selects from the business of recommendation, according to pre-set Business boot flow gradually guides the user to handle the selected business.According to above-mentioned example, user can be shown by touching Shield selection business, or utilize speech input device (such as microphone) incoming traffic title, guiding module 140 receives use Family after the business (for example, A- save card business) selected in the business of recommendation, according to pre-set business boot flow by Step guides the user to handle the selected business.Specific business boot flow please refers to the above-mentioned phase about electronic device 1 It closes and introduces, details are not described herein.
In addition, the computer readable storage medium can be firmly the present invention also provides a kind of computer readable storage medium Disk, multimedia card, SD card, flash card, SMC, read-only memory (ROM), Erasable Programmable Read Only Memory EPROM (EPROM), just Take any one in formula aacompactadisk read onlyamemory (CD-ROM), USB memory etc. or several any combination.
The specific embodiment of the computer readable storage medium of the present invention and the above-mentioned business based on recognition of face guide Method and the specific embodiment of electronic device 1 are roughly the same, please refer to above-mentioned Fig. 1 showing about 1 one embodiment of electronic device It is intended to and Fig. 3 is discussed in detail about the flow chart of business bootstrap technique embodiment based on recognition of face, it is no longer superfluous herein It states.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row His property includes, so that the process, device, article or the method that include a series of elements not only include those elements, and And further include other elements that are not explicitly listed, or further include for this process, device, article or method institute it is intrinsic Element.It in addition, the technical solution between each embodiment can be combined with each other, but must be with ordinary skill people Based on member can be realized, this technical solution will be understood that when the combination of technical solution appearance is conflicting or cannot achieve Combination be not present, also not the present invention claims protection scope within.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art The part contributed out can be embodied in the form of software products, which is stored in one as described above In storage medium, used including some instructions so that electronic device executes method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills Art field, is included within the scope of the present invention.

Claims (10)

1. a kind of business bootstrap technique based on recognition of face is applied to electronic device, which is characterized in that this method comprises:
Identification step: obtaining the face-image of user, identifies the face-image using predetermined face identification system;
Extraction step: extract the user's from preset User Information Database according to the recognition result of the face-image Identity information;
Recommendation step: inquiring product information associated with the identity information in operation system, recommends to the user and inquires The relevant business of obtained type of product information;And
Directing step: receiving the business that the user selects from the business of recommendation, according to pre-set business boot flow by Step guides the user to handle the selected business.
2. the business bootstrap technique based on recognition of face as described in claim 1, which is characterized in that the identification step packet It includes:
A realtime graphic for obtaining the user pre-processes the realtime graphic to obtain the face figure of the user Picture;
The face-image is inputted into the predetermined face identification system;
Receive that the face identification system searches from the preset User Information Database with the facial images match Identity image and matching degree;
When the matching degree is greater than or equal to the first preset threshold, using the identity image and corresponding identity information as institute State the recognition result of face-image;And
When the matching degree is less than first preset threshold, realtime graphic obtaining step is returned, the user is reacquired Realtime graphic.
3. the business bootstrap technique based on recognition of face as claimed in claim 2, which is characterized in that the pretreatment includes:
The human face region for including in the realtime graphic is identified using face recognition algorithms;
When in the realtime graphic including a human face region, scheme the face area image as the face of the user Picture, and the face-image is adjusted to default size;And
When in the realtime graphic including multiple human face regions, the maximum human face region image of size is chosen as the user Face-image, and the face-image is adjusted to default size.
4. the business bootstrap technique based on recognition of face as claimed in claim 2, which is characterized in that the identification step it Afterwards, this method further include:
When the matching degree is greater than the second preset threshold, the face-image is stored to the preset user information data As the identity image of the user in library, wherein second preset threshold is greater than first preset threshold.
5. the business bootstrap technique based on recognition of face as claimed in claim 1 or 2, which is characterized in that this method further include:
It is not inquired and the identity information when the recognition result for the face-image for failing to obtain the user or in operation system When associated product information, recommend predetermined basic service to the user.
6. the business bootstrap technique based on recognition of face as claimed in claim 1 or 2, which is characterized in that this method further include:
The business boot flow is shown to user in a manner of visual display and voice prompting.
7. a kind of electronic device, including photographic device, memory and processor, which is characterized in that include base in the memory In the business bootstrap of recognition of face, which realizes following steps when being executed by the processor:
Identification step: obtaining the face-image of user, identifies the face-image using predetermined face identification system;
Extraction step: extract the user's from preset User Information Database according to the recognition result of the face-image Identity information;
Recommendation step: inquiring product information associated with the identity information in operation system, recommends to the user and inquires The relevant business of obtained type of product information;And
Directing step: receiving the business that the user selects from the business of recommendation, according to pre-set business boot flow by Step guides the user to handle the selected business.
8. electronic device as claimed in claim 7, which is characterized in that the identification step includes:
A realtime graphic for obtaining the user pre-processes the realtime graphic to obtain the face figure of the user Picture;
The face-image is inputted into the predetermined face identification system;
Receive that the face identification system searches from the preset User Information Database with the facial images match Identity image and matching degree;
When the matching degree is greater than or equal to the first preset threshold, using the identity image and corresponding identity information as institute State the recognition result of face-image;And
When the matching degree is less than first preset threshold, realtime graphic obtaining step is returned, the user is reacquired Realtime graphic.
9. electronic device as claimed in claim 7 or 8, which is characterized in that the business bootstrap based on recognition of face Following steps are also realized when being executed by the processor:
The business boot flow is shown to user in a manner of visual display and voice prompting.
10. a kind of computer readable storage medium, which is characterized in that include being based on face in the computer readable storage medium The business bootstrap of identification is realized when the business bootstrap is executed by processor such as any one of claim 1 to 6 institute The step of business bootstrap technique based on recognition of face stated.
CN201811095360.9A 2018-09-19 2018-09-19 Business bootstrap technique, device and storage medium based on recognition of face Withdrawn CN109409220A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201811095360.9A CN109409220A (en) 2018-09-19 2018-09-19 Business bootstrap technique, device and storage medium based on recognition of face
PCT/CN2018/123598 WO2020056980A1 (en) 2018-09-19 2018-12-25 Service guiding method and apparatus based on human facial recognition, and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811095360.9A CN109409220A (en) 2018-09-19 2018-09-19 Business bootstrap technique, device and storage medium based on recognition of face

Publications (1)

Publication Number Publication Date
CN109409220A true CN109409220A (en) 2019-03-01

Family

ID=65465019

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811095360.9A Withdrawn CN109409220A (en) 2018-09-19 2018-09-19 Business bootstrap technique, device and storage medium based on recognition of face

Country Status (2)

Country Link
CN (1) CN109409220A (en)
WO (1) WO2020056980A1 (en)

Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110276681A (en) * 2019-06-17 2019-09-24 深圳前海微众银行股份有限公司 A kind of method and device commenced business
CN110349036A (en) * 2019-06-10 2019-10-18 平安科技(深圳)有限公司 Guiding method of operating, system, equipment and storage medium
CN110458644A (en) * 2019-07-05 2019-11-15 深圳壹账通智能科技有限公司 A kind of information processing method and relevant device
CN110796054A (en) * 2019-10-21 2020-02-14 支付宝(杭州)信息技术有限公司 Certificate authenticity verifying method and device
CN110825230A (en) * 2019-11-05 2020-02-21 深圳市奥拓电子股份有限公司 Bank user guiding method, system and storage medium based on scene cognition
CN110941774A (en) * 2019-12-05 2020-03-31 深圳前海达闼云端智能科技有限公司 Service recommendation method
CN111754902A (en) * 2020-06-06 2020-10-09 国网河北省电力有限公司新河县供电分公司 Intelligent guide system for electric power business hall
CN111831841A (en) * 2019-04-19 2020-10-27 杭州海康威视数字技术股份有限公司 Information retrieval method and device, electronic equipment and storage medium
CN111833508A (en) * 2020-06-29 2020-10-27 北京思特奇信息技术股份有限公司 Intelligent guiding shunting queuing method, device and system and storage medium
CN111932294A (en) * 2020-07-17 2020-11-13 中国农业银行股份有限公司浙江省分行 Method and system for improving customer acquisition capacity of bank outlets
CN112053226A (en) * 2020-09-02 2020-12-08 中国银行股份有限公司 Intelligent pre-form filling method and system
CN112435111A (en) * 2020-12-30 2021-03-02 广东金赋科技股份有限公司 Tax hall guide method and device based on hall and user data
CN112685533A (en) * 2020-12-23 2021-04-20 京东方科技集团股份有限公司 Salesman recommendation method and device, electronic equipment and storage medium
CN112927033A (en) * 2021-01-27 2021-06-08 上海商汤智能科技有限公司 Data processing method and device, electronic equipment and storage medium
CN113076533A (en) * 2020-01-03 2021-07-06 ***通信集团广东有限公司 Service processing method and device
CN113670298A (en) * 2019-11-27 2021-11-19 支付宝(杭州)信息技术有限公司 Service handling guiding method and device based on augmented reality
CN113673315A (en) * 2021-07-09 2021-11-19 深圳大学 Face recognition method, device and equipment based on RFID and storage medium
CN114281296A (en) * 2021-11-10 2022-04-05 南京奥拓电子科技有限公司 Method and system for displaying and processing personal information
CN114860118A (en) * 2022-05-19 2022-08-05 中国银行股份有限公司 Mobile banking transaction method and device, storage medium and electronic equipment
CN115424353A (en) * 2022-09-07 2022-12-02 杭银消费金融股份有限公司 AI model-based service user feature identification method and system

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111861670A (en) * 2020-07-24 2020-10-30 深圳市爱深盈通信息技术有限公司 Commodity recommendation method, commodity recommendation device, commodity recommendation equipment and storage medium
CN112017030A (en) * 2020-09-01 2020-12-01 中国银行股份有限公司 Intelligent service method and device for bank outlets
CN112257583A (en) * 2020-10-20 2021-01-22 西北大学 Student new welcoming system based on face recognition
CN112633063B (en) * 2020-11-18 2023-06-30 深圳供电局有限公司 Figure action tracking system and method thereof
CN112651793A (en) * 2021-02-09 2021-04-13 广东天正计算机服务有限公司 Intelligent retail system based on face recognition
CN113362209A (en) * 2021-07-08 2021-09-07 上海途悠信息科技有限公司 System, method, device and storage medium for window intelligent service
CN113792672B (en) * 2021-09-16 2024-05-28 平安科技(深圳)有限公司 Public place health code acquisition method, device, equipment and medium
CN114179101B (en) * 2021-12-10 2024-01-19 北京云迹科技股份有限公司 Robot-based enterprise access leading control method and device and leading robot
CN114219380B (en) * 2022-02-23 2023-03-14 深圳市华正联实业有限公司 Information verification method, self-service handling system and readable storage medium
CN115985482A (en) * 2023-03-16 2023-04-18 武汉光盾科技有限公司 Data processing method and device based on laser therapeutic apparatus

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104200385B (en) * 2014-08-27 2018-01-26 陶珍珍 A kind of method and system for the self-help teller machine for handling proficiency housing loan business
CN105069926B (en) * 2015-08-19 2017-06-27 浪潮软件集团有限公司 Counter service self-service realization method
CN107009343B (en) * 2017-05-03 2024-04-23 山东大学 Banking assistant robot based on multiple biological identification information
CN108428275A (en) * 2018-01-03 2018-08-21 平安科技(深圳)有限公司 Row number method, server and storage medium based on recognition of face

Cited By (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111831841B (en) * 2019-04-19 2023-09-05 杭州海康威视数字技术股份有限公司 Information retrieval method, device, electronic equipment and storage medium
CN111831841A (en) * 2019-04-19 2020-10-27 杭州海康威视数字技术股份有限公司 Information retrieval method and device, electronic equipment and storage medium
CN110349036A (en) * 2019-06-10 2019-10-18 平安科技(深圳)有限公司 Guiding method of operating, system, equipment and storage medium
CN110349036B (en) * 2019-06-10 2023-06-27 平安科技(深圳)有限公司 Operation guiding method, system, equipment and storage medium
CN110276681B (en) * 2019-06-17 2024-05-17 深圳前海微众银行股份有限公司 Method and device for developing business
CN110276681A (en) * 2019-06-17 2019-09-24 深圳前海微众银行股份有限公司 A kind of method and device commenced business
CN110458644A (en) * 2019-07-05 2019-11-15 深圳壹账通智能科技有限公司 A kind of information processing method and relevant device
CN110796054A (en) * 2019-10-21 2020-02-14 支付宝(杭州)信息技术有限公司 Certificate authenticity verifying method and device
CN110825230A (en) * 2019-11-05 2020-02-21 深圳市奥拓电子股份有限公司 Bank user guiding method, system and storage medium based on scene cognition
CN113670298A (en) * 2019-11-27 2021-11-19 支付宝(杭州)信息技术有限公司 Service handling guiding method and device based on augmented reality
CN110941774A (en) * 2019-12-05 2020-03-31 深圳前海达闼云端智能科技有限公司 Service recommendation method
CN113076533A (en) * 2020-01-03 2021-07-06 ***通信集团广东有限公司 Service processing method and device
CN113076533B (en) * 2020-01-03 2023-09-05 ***通信集团广东有限公司 Service processing method and device
CN111754902A (en) * 2020-06-06 2020-10-09 国网河北省电力有限公司新河县供电分公司 Intelligent guide system for electric power business hall
CN111833508A (en) * 2020-06-29 2020-10-27 北京思特奇信息技术股份有限公司 Intelligent guiding shunting queuing method, device and system and storage medium
CN111932294A (en) * 2020-07-17 2020-11-13 中国农业银行股份有限公司浙江省分行 Method and system for improving customer acquisition capacity of bank outlets
CN112053226A (en) * 2020-09-02 2020-12-08 中国银行股份有限公司 Intelligent pre-form filling method and system
CN112053226B (en) * 2020-09-02 2023-11-17 中国银行股份有限公司 Intelligent pre-form filling method and system
CN112685533A (en) * 2020-12-23 2021-04-20 京东方科技集团股份有限公司 Salesman recommendation method and device, electronic equipment and storage medium
CN112435111B (en) * 2020-12-30 2023-12-19 广东金赋科技股份有限公司 Tax hall guiding and handling method and device based on hall and user data
CN112435111A (en) * 2020-12-30 2021-03-02 广东金赋科技股份有限公司 Tax hall guide method and device based on hall and user data
CN112927033A (en) * 2021-01-27 2021-06-08 上海商汤智能科技有限公司 Data processing method and device, electronic equipment and storage medium
CN113673315A (en) * 2021-07-09 2021-11-19 深圳大学 Face recognition method, device and equipment based on RFID and storage medium
CN113673315B (en) * 2021-07-09 2023-10-17 深圳大学 Face recognition method, device, equipment and storage medium based on RFID
CN114281296A (en) * 2021-11-10 2022-04-05 南京奥拓电子科技有限公司 Method and system for displaying and processing personal information
CN114860118A (en) * 2022-05-19 2022-08-05 中国银行股份有限公司 Mobile banking transaction method and device, storage medium and electronic equipment
CN115424353A (en) * 2022-09-07 2022-12-02 杭银消费金融股份有限公司 AI model-based service user feature identification method and system

Also Published As

Publication number Publication date
WO2020056980A1 (en) 2020-03-26

Similar Documents

Publication Publication Date Title
CN109409220A (en) Business bootstrap technique, device and storage medium based on recognition of face
US10509951B1 (en) Access control through multi-factor image authentication
CN113283883B (en) Service realization method and device
CN108399665A (en) Method for safety monitoring, device based on recognition of face and storage medium
CN105975182B (en) A kind of terminal operation method and terminal
US8810366B2 (en) Service providing device, service providing method, biometric information authentication server, biometric information authentication method, program, and service providing system
CN104852966B (en) Numeric value transfer, terminal and cloud server
US10346675B1 (en) Access control through multi-factor image authentication
CN109284044A (en) A kind of function menu methods of exhibiting and relevant device based on big data
CN106022758A (en) Wireless router smart home managing method and wireless router
CN109358922A (en) A kind of personalized menu methods of exhibiting, device, intelligent terminal and storage medium
US20230325796A1 (en) Methods for determining user experience (ux) effectiveness of atms
US11663308B2 (en) Biological data registration support device, biological data registration support system, biological data registration support method, biological data registration support program, recording medium for strong biological data registration support program
CN106303599A (en) A kind of information processing method, system and server
US20220122068A1 (en) Systems and methods for location based account integration and electronic authentication
CN107229915A (en) Biological feather recognition method, device, equipment and storage medium
CN109685514A (en) For the method, apparatus of payment, storage medium and electronic equipment
CN107688940A (en) Bio-identification transaction processing method and system
CN107077279A (en) A kind of method and device of pressure detecting
CN110673723A (en) Speech interaction method, system, medium, and apparatus based on biometric features
US20110191156A1 (en) Pre-approved customer acceptance validation
CN105488925B (en) A kind of Multifunctional mobile pos machines and its application process
CN107656959A (en) A kind of message leaving method, device and message equipment
CN112446704A (en) Safe transaction management method and safe transaction management device
US20140337225A1 (en) Biometric-based transaction fraud detection

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication
WW01 Invention patent application withdrawn after publication

Application publication date: 20190301