CN109711900A - Information display method and device based on face recognition, terminal equipment and storage medium - Google Patents
Information display method and device based on face recognition, terminal equipment and storage medium Download PDFInfo
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- CN109711900A CN109711900A CN201811653663.8A CN201811653663A CN109711900A CN 109711900 A CN109711900 A CN 109711900A CN 201811653663 A CN201811653663 A CN 201811653663A CN 109711900 A CN109711900 A CN 109711900A
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Abstract
The invention provides an information display method, an information display device, terminal equipment and a storage medium based on face recognition, wherein the method is applied to a terminal with a display screen, and the information display method comprises the following steps: when human body movement is detected within a preset range, starting a first image acquisition module to acquire a first face image; extracting first face information in a first face image; judging whether the first face information is matched with corresponding second face information in a preset face information feature library, if so, then: calling commodity statistical information corresponding to the second face information; and pushing media information corresponding to the commodity statistical information to a display screen according to a preset pushing strategy. According to the method and the device, the media information corresponding to the commodity statistical information can be pushed to the display screen according to the commodity statistical information corresponding to the user, and the purpose of accurately pushing the advertisement is achieved.
Description
Technical field
The present invention relates to technical field of mobile terminals more particularly to a kind of information display methods based on recognition of face, dress
It sets, computer equipment and storage medium.
Background technique
Intelligent advisement player is a retail intelligent marketing equipment pushed with initiative, accurate advertisement, and there is face to know
Not, welcome notifies, intelligent marketing, the quickly functions such as the creation H5 publicity page, daily chat.Intelligent advisement player can be super as quotient
Shopping Guide promoter realizes on-line off-line interaction water conservancy diversion, is the popularization that enterprise or businessman promote product, while comparing artificial, intelligence
Energy advertisement machine will not be malfunctioned, be had a holiday, needing to train, generate fatigue etc., it is possible to reduce manually save cost.
Current intelligent advisement player can simply analyze the consumer group and recommend different commodity, as one 25 years old or so
When man is come in face of advertisement machine, advertising opportunity recommends the commodity of digital products.
But current intelligent advisement player, it can not achieve advertisement accurately dispensing, effectively promote commodity.
Summary of the invention
The present invention is directed to solve at least some of the technical problems in related technologies.
For this purpose, the present invention proposes that a kind of information display method based on recognition of face, device, computer equipment and storage are situated between
Matter, to realize the accurate dispensing of advertisement.
First aspect present invention embodiment proposes a kind of information display method based on recognition of face, is applied to have aobvious
The terminal of display screen, the information display method include:
When having detected physical activity within a preset range, the first image capture module of starting acquires the first facial image；
Extract the first face information in first facial image；
Judge whether first face information has corresponding second face in pre-set face information feature database
Information matches, if so, then:
Transfer the corresponding commodity statistics information of second face information；
According to preset push strategy, the corresponding media information of the commodity statistics information is pushed to the display screen.
As the optional implementation of another kind of first aspect present invention embodiment, the face information feature database it is pre-
First setting up procedure, comprising:
Collected second facial image of the second image capture module in preset time period is obtained in advance；
It identifies effective face in second facial image, extracts the third face information of effective face；
The third face information, the corresponding store information of the third face information to face information feature database are stored,
The store information includes the type of merchandise information of the shop vending articles.
It is described to transfer the second face letter as the optional implementation of another kind of first aspect present invention embodiment
Cease corresponding commodity statistics information, comprising:
Obtain second face information corresponding store information in the face information feature database；
Go out commodity statistics information according to the type of merchandise Information Statistics in the store information.
As the optional implementation of another kind of first aspect present invention embodiment, the face information feature database it is pre-
First setting up procedure, comprising:
After the register instruction for receiving user to be registered, registration letter is sent to the corresponding terminal of the user to be registered
Breath, wherein the registration information includes the enrollment page for being used for the corresponding terminal access of the user to be registered, the registration page
Face is used to receive the image and user information that the user to be registered uploads；
The 4th face information in user's upload image to be registered is extracted, and saves the 4th face information and is somebody's turn to do
The corresponding user information of 4th face information is to the face information feature database.
As the optional implementation of another kind of first aspect present invention embodiment, the face information feature database it is pre-
First setting up procedure, comprising:
After the register instruction for receiving user to be registered, the user to be registered is acquired by third image capture module
Third facial image；
Judge whether comprising default object in the third facial image, if comprising removing the default object, obtaining
Facial image to after the removal default object；
The face information in the facial image removed after presetting object is extracted, and saves the face information and the people
The corresponding user information of face information is to the face information feature database.
It is described to transfer the second face letter as the optional implementation of another kind of first aspect present invention embodiment
Cease corresponding commodity statistics information, comprising:
Obtain the corresponding user information of second face information；
Obtain the history consumption inventory of the corresponding user information of second face information；
Count the number that all kinds of commodity in history consumption inventory occur, according to the number that commodity occur, from height to
It is low to be arranged successively to form commodity statistics information.
Second aspect of the present invention embodiment proposes a kind of information display device based on recognition of face, is applied to have aobvious
The terminal of display screen, the information display device include human detection module, the first image capture module, image processing module, people
Face information matches module transfers module, policy development module；
Human detection module when for having detected physical activity within a preset range, acquires mould to the first image
Block sends enabling signal, to start the first image acquisition module；
After the first image acquisition module collects the first facial image, first facial image is sent to described
Image processing module, described image processing module are used for after receiving first facial image, extract first face
First face information is sent to the face information and matched by the first face information in image, described image processing module
Module；
The face information matching module judges the first face letter after receiving first face information
Whether breath has corresponding second face information to match in pre-set face information feature database, if so, then sending matching
Pass signal transfers module to described:
The module of transferring transfers the corresponding commodity of second face information after receiving the successful match signal
Statistical information, and the commodity statistics information is sent to the policy development module；
The policy development module, according to preset push strategy, pushes institute after receiving the commodity statistics information
The corresponding media information of commodity statistics information is stated to the display screen.
As the optional implementation of another kind of second aspect of the present invention embodiment, the information display device is also wrapped
It includes face information feature database and establishes module:
The face information feature database establishes module, including image acquisition submodule, image procossing submodule, storage submodule
Block；
Described image acquisition submodule, for obtaining the second image capture module collected the in preset time period in advance
Two facial images；
Described image handles submodule, for identification effective face in second facial image, extracts described effective
The third face information of face；
The sub-module stored, for storing the corresponding shop letter of the third face information, the third face information
For breath to face information feature database, the store information includes the type of merchandise information of the shop vending articles.
It is described to transfer module as the optional implementation of another kind of second aspect of the present invention embodiment, comprising:
Store information acquisition submodule, it is corresponding in the face information feature database for obtaining second face information
Store information；
Statistic submodule, for going out commodity statistics information according to the type of merchandise Information Statistics in the store information.
As the optional implementation of another kind of second aspect of the present invention embodiment, the information display device is also wrapped
It includes face information feature database and establishes module:
The face information feature database establishes module, including registration information submodule, information sub-module stored；
The registration information submodule, for after the register instruction for receiving user to be registered, to the use to be registered
The corresponding terminal in family sends registration information, wherein the registration information includes to be used to the corresponding terminal of the user to be registered visit
The enrollment page asked, the enrollment page are used to receive the image and user information that the user to be registered uploads；
The information sub-module stored, for extracting the 4th face information in user's upload image to be registered, and
The 4th face information and the corresponding user information of the 4th face information are saved to the face information feature database.
As the optional implementation of another kind of second aspect of the present invention embodiment, the advertisement display is also wrapped
It includes face information feature database and establishes module:
The face information feature database establishes module, including Image Acquisition submodule, image procossing submodule, information preservation
Submodule；
Described image acquires submodule, for being adopted after the register instruction for receiving user to be registered by third image
Collection module acquires the third facial image of the user to be registered；
Whether described image handles submodule, for judging comprising default object in the third facial image, if packet
Contain, then remove the default object, obtains removing the facial image after the default object；After extracting the default object of the removal
Facial image in face information, and save the face information and the corresponding user information of the face information to the face
Information characteristics library.
It is described to transfer module as the optional implementation of another kind of second aspect of the present invention embodiment, comprising:
User information acquisition submodule, for obtaining the corresponding user information of second face information；
History consumes inventory acquisition submodule, and the history for obtaining the corresponding user information of second face information disappears
Take inventory；
Commodity statistics Information Statistics submodule, time occurred for counting all kinds of commodity in the history consumption inventory
Number is arranged successively to form commodity statistics information from high to low according to the number that commodity occur.
Third aspect present invention embodiment proposes a kind of terminal device, comprising: memory, processor and is stored in storage
On device and the computer program that can run on a processor, when the processor executes described program, such as aforementioned first party is realized
Based on the information display method of recognition of face described in the embodiment of face.
Fourth aspect present invention embodiment proposes a kind of computer readable storage medium, is stored thereon with computer journey
Sequence, which is characterized in that when the program is executed by processor realize as described in aforementioned first aspect embodiment based on recognition of face
Information display method.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partially become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is a kind of flow diagram of the information display method based on recognition of face provided by the embodiment of the present invention；
Fig. 2 is a kind of structural schematic diagram of the information display device based on recognition of face provided by the embodiment of the present invention；
Fig. 3 is a kind of structural schematic diagram of terminal device provided by the embodiment of the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
Below with reference to the accompanying drawings the advertisement display method based on recognition of face, device, the computer of the embodiment of the present invention are described
Equipment and storage medium.
As shown in Figure 1, being somebody's turn to do the information display method based on recognition of face, applied to the terminal with display screen, information is aobvious
Show method the following steps are included:
Step 101: when having detected physical activity within a preset range, starting the first image capture module acquisition is the first
Face image.
Specifically, the terminal with display screen can be advertisement machine, human body pyroelectricity infrared sensing is can be set in advertisement machine
Device judges whether there is physical activity in the preset range apart from advertisement machine by human body pyroelectricity infrared sensor, such as away from
Within the scope of from 5 meters of advertisement machine whether there is physical activity, wherein technical staff can preset range determines according to actual conditions
Size, this will not be repeated here.
Further, human body pyroelectricity infrared sensor, ultrasonic sensor can also be arranged in advertisement machine.Human body pyroelectricity
Infrared sensor detects whether that someone in detection zone activity, and triggers the activity of ultrasonic sensor poll testing staff in advance
Region.Ultrasonic sensor issues ultrasonic wave using poll detection mode in valid analysing range, and passively receives ultrasonic wave
Feedback signal determines personnel activity region by the sonication times length of analysis feedback.It is infrared by setting human body pyroelectricity
Sensor, ultrasonic sensor, the position of locating personnel that can be more accurate.
First image capture module can be the photographic device being arranged in advertisement machine, such as camera, when in preset range
When inside having detected physical activity, start the camera being arranged in advertisement machine.
Step 102: extracting the first face information in the first facial image.
Specifically, it can be based on face key point identification technology, collect the first face figure in the first image capture module
As after, feature extraction is carried out to each face key point of collected first facial image, obtains the in the first facial image
One face information.
Step 103: judging whether the first face information in pre-set face information feature database has corresponding second
Face information matching, if so, then carrying out step 104- step 105.
By the first face information compared with the face information stored in pre-set face information feature database pair, if in advance
There are corresponding second face information and the first face information matches in the face information feature database being first arranged, therefore step can be triggered
Rapid 104- step 105.
If without corresponding second face information and the first face information phase in pre-set face information feature database
Matching then can acquire facial image again by the first image capture module, extract when detecting that user has position movement
Face information in the facial image, the face information can be different from the face information that first time extracts, by what is extracted again
Face information is compared with the face information stored in pre-set face information feature database pair, if pre-set face is believed
There are corresponding second face information and the first face information matches in breath feature database, then can trigger step 104- step 105.
Step 104: transferring the corresponding commodity statistics information of the second face information.
Commodity statistics information is the daily shopping information of user, may include buy the product names of commodity, marque,
Buy number, the date etc. of commodity, wherein the title of product name such as household appliance, the title of electronic equipment, daily necessities
Title, beverage title, cigarette title etc..
Step 105: according to preset push strategy, the corresponding media information of push commodity statistics information to display screen.
Preset push strategy, can be by the commodity statistics information namely daily shopping information of acquisition user, by user
Daily shopping information learnt as sample using preset machine learning model, obtain daily shopping information model, base
In daily shopping information model, it is pushed to the corresponding media information of the user, such as advertising pictures, advertisement video.Such as pass through machine
Device learning model finds that user in the October often buys electronic equipment, then can in the October, the user go shopping when
It waits, is pushed to the advertisement of the consumer electronic products class.
Wherein, preset machine learning model for example can be Logic Regression Models, Random Forest model, bayes method
Model, supporting vector machine model or neural network model etc. can choose one of conduct from above-mentioned machine learning model
Preset machine mould.
The present patent application can be according to the corresponding commodity statistics information of the user, to push the corresponding biography of commodity statistics information
Matchmaker's information achievees the purpose that accurate advertisement to display screen.
In the application other embodiments, above-mentioned face information feature database presets process, comprising:
Collected second facial image of the second image capture module in preset time period is obtained in advance；Identify the second face
Effective face in image extracts the third face information of effective face；It is corresponding to store third face information, third face information
Store information to face information feature database, store information includes the type of merchandise information of the shop vending articles.
Wherein, the second image capture module is the image capture module being mounted in shop.Technical staff can be according to reality
Border situation determines the length of preset time, such as 10 minutes, 30 minutes, and this will not be repeated here.Specifically, default in shop
Image capture module is arranged in position such as store entrances position, and the second image capture module can be camera, be adopted by camera
Collection enters the image of customer in the shop.The second image capture module acquired image being mounted in shop is obtained, wherein
A kind of mode are as follows: after customer enters the shop, acquire the image of the customer；Another way can be with are as follows: when customer is in the shop
When spreading stop preset time in the predeterminable area of entrance, the image of the customer is acquired, as customer stops in 2 meters of entrance of the shop
When being left to 10 seconds few, the image of the customer is acquired.
Optionally, it identifies effective face in second facial image, extracts the third face letter of effective face
Breath, can be with are as follows: obtains effective face in the second facial image, face key point identification technology is based on, in effective face
Each face key point carries out feature extraction, obtains the third face information of effective face in the second facial image.
There are the store information of oneself, such as shop type (dress ornament, makeups, number), vending articles in shop in market
Type of merchandise information, the type of merchandise information of such as digital shop vending articles is digital product (mobile phone, computer, camera, plate
Deng).Store third face information, the corresponding store information of third face information to face information feature database, shop of said extracted
The type of merchandise information that paving information includes at least the shop vending articles passes through face information feature in the embodiment of the present application
The corresponding store information of face information, face information stored in library, the face letter of the available user into certain class shop
Breath.
It is above-mentioned to transfer the corresponding commodity statistics information of the second face information in the other embodiments of the application, it can wrap
It includes: obtaining the second face information corresponding store information in face information feature database；According to the type of merchandise in store information
Information Statistics go out commodity statistics information.By above-mentioned it is found that face information, the face information pair stored in face information feature database
The store information answered, the face information of the available user into certain class shop.Above-mentioned second face information refers to face
Face information in information characteristics library,
Obtain the second face information has corresponding store information in face information feature database, can be according in store information
Type of merchandise Information Statistics go out commodity statistics information.Such as customer A corresponds to makeups product, clothing products.
In embodiments of the present invention, the face information of the customer of certain seed type retail shop can be entered, by obtaining to obtain
The shop that customer's ordinary light cares for can then push in the shop that customer's ordinary light cares for when the customer occurs near advertisement machine
Commodity.Furthermore it is also possible to enter the face information of the customer of certain seed type retail shop by obtaining, customer's ordinary light Gu is got
The type of merchandise information in shop can then push such commodity when the customer occurs in the preset range of advertisement machine.Such as
Customer A often strolls the shop of makeups product
M can then recommend the commodity in the M of shop, Huo Zhemei then when customer A is appeared in the preset range of advertisement machine
The commodity of adornment class.
In the other embodiments of the application, above-mentioned face information feature database presets process, comprising: is receiving
After the register instruction of user to be registered, registration information is sent to the corresponding terminal of user to be registered, wherein registration information includes to use
In the enrollment page of the corresponding terminal access of user to be registered, enrollment page be used to receive the image that user to be registered uploads and
User information；Extract user to be registered and upload the 4th face information in image, and save the 4th face information and this
The corresponding user information of four face informations is to face information feature database.
Transfer the corresponding commodity statistics information of the second face information, comprising: obtain the corresponding user's letter of the second face information
Breath；Obtain the history consumption inventory of the corresponding user information of the second face information；Statistical history consumes all kinds of commodity in inventory
The number of appearance is arranged successively to form commodity statistics information from high to low according to the number that commodity occur.
Currently, there is the service of registered members in market, usual user's registration at this for the member in market after, can just enjoy this
The preferential policy in market.In registered members, it can issue and invite to the user to be registered of expectation registration.It, can in the present embodiment
In a manner of using registration information is sent to the corresponding terminal of user to be registered, issues registration and invite, terminal can be to be registered
The mobile phone of user.For example, can by multiple channels such as short message, instant message applications, small routines, by registration information be sent to
On the mobile phone for registering user.After user to be registered obtains registration information by mobile phone, mobile phone access registration information pair can be passed through
The page answered, and oneself image and user information are uploaded in the page, user information is that user registers in registered members
Information, including name, birthday, gender etc..It wherein, include the front face of user to be registered in the image of upload, upload
Image can be the image that user to be registered obtains from terminal local, be also possible in registration, by the camera shooting for calling terminal
Head shooting.
After user's registration becomes the member in market, user just will record the consumption of the user when commodity are bought in market
Detail, such as time, the category, discount of purchase commodity.The present embodiment can be according to the history consumption information of user, in advertisement machine
The upper advertisement for recommending to be directed to the user.
If user, in registered members, user does not have carrying mobile phone, in the other embodiments of the application, can also lead to
Cross the facial image that pre-set camera acquires user to be registered.Specifically, above-mentioned face information feature database is set in advance
Set process, comprising:
After the register instruction for receiving user to be registered, the of user to be registered is acquired by third image capture module
Three facial images；Judge whether comprising default object in third facial image, if comprising removing default object, being gone
Except the facial image after default object；The face information in the facial image after removing default object is extracted, and saves the face
Information and the corresponding user information of the face information are to face information feature database.
Transfer the corresponding commodity statistics information of the second face information, comprising: obtain the corresponding user's letter of the second face information
Breath；Obtain the history consumption inventory of the corresponding user information of the second face information；Statistical history consumes all kinds of commodity in inventory
The number of appearance is arranged successively to form commodity statistics information from high to low according to the number that commodity occur.
The third facial image of user to be registered is acquired by the camera of setting, such as camera on tablet computer, is sentenced
Whether comprising default object in disconnected third facial image, if comprising removing default object, obtaining after removing default object
Facial image, wherein default object can be the accessories, such as glasses, cap etc. that user to be registered wears, face information feature
Store in library is to remove user to wear the face information after accessories, therefore the face that can more accurately store user is special
Sign.
In order to realize above-described embodiment, the present invention also proposes a kind of information display device based on recognition of face.
Fig. 2 is a kind of structural schematic diagram of the information display device based on recognition of face provided by the embodiment of the present invention.
With reference to Fig. 2, a kind of information display device based on recognition of face, applied to the terminal with display screen, above-mentioned letter
Ceasing display device 20 includes human detection module 201, the first image capture module 202, image processing module 203, face information
Matching module 204 transfers module 205, policy development module 206.
Human detection module, when for having detected physical activity within a preset range, Xiang Shangshu the first Image Acquisition mould
Block sends enabling signal, to start above-mentioned first image capture module；
After above-mentioned first image capture module collects the first facial image, above-mentioned first facial image is sent to above-mentioned
Image processing module, above-mentioned image processing module are used for after receiving above-mentioned first facial image, extract above-mentioned first face
Above-mentioned first face information is sent to above-mentioned face information and matched by the first face information in image, above-mentioned image processing module
Module；
Above-mentioned face information matching module judges above-mentioned first face letter after receiving above-mentioned first face information
Whether breath has corresponding second face information to match in pre-set face information feature database, if so, then sending matching
Pass signal transfers module to above-mentioned:
Above-mentioned module of transferring transfers the corresponding commodity of above-mentioned second face information after receiving above-mentioned successful match signal
Statistical information, and above-mentioned commodity statistics information is sent to above-mentioned policy development module；
Above-mentioned policy development module is tactful according to preset push after receiving above-mentioned commodity statistics information, in push
The corresponding media information of commodity statistics information is stated to above-mentioned display screen.
In a kind of possible implementation of the embodiment of the present invention, above- mentioned information display device further includes face information spy
Module is established in sign library:
Above-mentioned face information feature database establishes module, including image acquisition submodule, image procossing submodule, storage submodule
Block；
Above-mentioned image acquisition submodule, for obtaining the second image capture module collected the in preset time period in advance
Two facial images；
Above-mentioned image procossing submodule, effective face in above-mentioned second facial image, is extracted above-mentioned effective for identification
The third face information of face；
Above-mentioned sub-module stored, for storing the corresponding shop letter of above-mentioned third face information, above-mentioned third face information
For breath to face information feature database, above-mentioned store information includes the type of merchandise information of the shop vending articles.
It is above-mentioned to transfer module in a kind of possible implementation of the embodiment of the present invention, comprising:
Store information acquisition submodule, it is corresponding in above-mentioned face information feature database for obtaining above-mentioned second face information
Store information；
Statistic submodule, for going out commodity statistics information according to the type of merchandise Information Statistics in above-mentioned store information.
In a kind of possible implementation of the embodiment of the present invention, above- mentioned information display device further includes face information spy
Module is established in sign library:
Above-mentioned face information feature database establishes module, including registration information submodule, information sub-module stored；
Above-mentioned registration information submodule, for after the register instruction for receiving user to be registered, to above-mentioned use to be registered
The corresponding terminal in family sends registration information, wherein above-mentioned registration information includes to be used to the corresponding terminal of above-mentioned user to be registered visit
The enrollment page asked, above-mentioned enrollment page are used to receive the image and user information that above-mentioned user to be registered uploads；
Above- mentioned information sub-module stored, for extracting the 4th face information in above-mentioned user's upload image to be registered, and
The 4th face information and the corresponding user information of the 4th face information are saved to above-mentioned face information feature database.
In a kind of possible implementation of the embodiment of the present invention, above-mentioned advertisement display further includes face information spy
Module is established in sign library:
Above-mentioned face information feature database establishes module, including Image Acquisition submodule, image procossing submodule, information preservation
Submodule；
Above-mentioned Image Acquisition submodule, for being adopted by third image after the register instruction for receiving user to be registered
Collection module acquires the third facial image of above-mentioned user to be registered；
Above-mentioned image procossing submodule, for judging whether comprising default object in above-mentioned third facial image, if packet
Contain, then remove above-mentioned default object, obtains removing the facial image after above-mentioned default object；After extracting the default object of above-mentioned removal
Facial image in face information, and save the face information and the corresponding user information of the face information to above-mentioned face
Information characteristics library.
It is above-mentioned to transfer module in a kind of possible implementation of the embodiment of the present invention, comprising:
User information acquisition submodule, for obtaining the corresponding user information of above-mentioned second face information；
History consumes inventory acquisition submodule, and the history for obtaining the corresponding user information of above-mentioned second face information disappears
Take inventory；
Commodity statistics Information Statistics submodule, time occurred for counting all kinds of commodity in above-mentioned history consumption inventory
Number is arranged successively to form commodity statistics information from high to low according to the number that commodity occur.
In order to realize above-described embodiment, the present invention also proposes a kind of terminal device.
Fig. 3 is a kind of structural schematic diagram of terminal device provided by the embodiment of the present invention.
As shown in figure 3, the terminal device 30 includes: memory 301, processor 302 and is stored on memory 301 and can
The computer program 303 run on processor 302 realizes base as in the foregoing embodiment when processor 302 executes program
In the information display method of recognition of face.
In order to realize above-described embodiment, the present invention also proposes a kind of computer readable storage medium, is stored thereon with calculating
Machine program realizes the information display method based on recognition of face as in the foregoing embodiment when the program is executed by processor.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office
It can be combined in any suitable manner in one or more embodiment or examples.In addition, without conflicting with each other, the skill of this field
Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples
It closes and combines.
In addition, term " first ", " second ", " third ", " the 4th " are used for description purposes only, and should not be understood as instruction or
It implies relative importance or implicitly indicates the quantity of indicated technical characteristic.The spy of " first ", " second " is defined as a result,
Sign can explicitly or implicitly include at least one of the features.In the description of the present invention, the meaning of " plurality " is at least two
It is a, such as two, three etc., unless otherwise specifically defined.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing custom logic function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable
Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, if realized with hardware in another embodiment, following skill well known in the art can be used
Any one of art or their combination are realized: have for data-signal is realized the logic gates of logic function from
Logic circuit is dissipated, the specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene can compile
Journey gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..Although having been shown and retouching above
The embodiment of the present invention is stated, it is to be understood that above-described embodiment is exemplary, and should not be understood as to limit of the invention
System, those skilled in the art can be changed above-described embodiment, modify, replace and become within the scope of the invention
Type.
Claims (10)
1. a kind of information display method based on recognition of face, applied to the terminal with display screen, which is characterized in that the letter
Ceasing display methods includes:
When having detected physical activity within a preset range, the first image capture module of starting acquires the first facial image；
Extract the first face information in first facial image；
Judge whether first face information has corresponding second face information in pre-set face information feature database
Matching, if so, then:
Transfer the corresponding commodity statistics information of second face information；
According to preset push strategy, the corresponding media information of the commodity statistics information is pushed to the display screen.
2. information display method according to claim 1, which is characterized in that the face information feature database is preset
Process, comprising:
Collected second facial image of the second image capture module in preset time period is obtained in advance；
It identifies effective face in second facial image, extracts the third face information of effective face；
The third face information, the corresponding store information of the third face information are stored to face information feature database, it is described
Store information includes the type of merchandise information of the shop vending articles.
3. information display method according to claim 2, which is characterized in that described to transfer the second face information correspondence
Commodity statistics information, comprising:
Obtain second face information corresponding store information in the face information feature database；
Go out commodity statistics information according to the type of merchandise Information Statistics in the store information.
4. information display method according to claim 1, which is characterized in that the face information feature database is preset
Process, comprising:
After the register instruction for receiving user to be registered, registration information is sent to the corresponding terminal of the user to be registered,
In, the registration information includes the enrollment page for being used for the corresponding terminal access of the user to be registered, and the enrollment page is used
In the image and user information that receive user's upload to be registered；
The 4th face information in user's upload image to be registered is extracted, and saves the 4th face information and the 4th
The corresponding user information of face information is to the face information feature database.
5. information display method according to claim 1, which is characterized in that the face information feature database is preset
Process, comprising:
After the register instruction for receiving user to be registered, the of the user to be registered is acquired by third image capture module
Three facial images；
Judge whether comprising default object in the third facial image, if comprising removing the default object, being gone
Except the facial image after the default object；
The face information in the facial image removed after presetting object is extracted, and saves the face information and face letter
Corresponding user information is ceased to the face information feature database.
6. information display method according to claim 4 or 5, which is characterized in that described to transfer second face information
Corresponding commodity statistics information, comprising:
Obtain the corresponding user information of second face information；
Obtain the history consumption inventory of the corresponding user information of second face information；
Count the number that all kinds of commodity in history consumption inventory occur, according to the number that commodity occur, from high to low according to
Secondary arrangement forms commodity statistics information.
7. a kind of information display device based on recognition of face, applied to the terminal with display screen, which is characterized in that the letter
Breath display device includes human detection module, the first image capture module, image processing module, face information matching module, adjusts
Modulus block, policy development module；
Human detection module when for having detected physical activity within a preset range, is sent out to the first image acquisition module
Enabling signal is sent, to start the first image acquisition module；
After the first image acquisition module collects the first facial image, first facial image is sent to described image
Processing module, described image processing module are used for after receiving first facial image, extract first facial image
In the first face information, first face information is sent to the face information and matches mould by described image processing module
Block；
The face information matching module judges that first face information is after receiving first face information
It is no to there is corresponding second face information to match in pre-set face information feature database, if so, then sending successful match
Signal transfers module to described:
The module of transferring transfers the corresponding commodity statistics of second face information after receiving the successful match signal
Information, and the commodity statistics information is sent to the policy development module；
The policy development module, according to preset push strategy, pushes the quotient after receiving the commodity statistics information
The corresponding media information of product statistical information is to the display screen.
8. information display device according to claim 7, which is characterized in that the information display device further includes face
Module is established in information characteristics library:
The face information feature database establishes module, including image acquisition submodule, image procossing submodule, sub-module stored；
Described image acquisition submodule, for obtaining collected second people of the second image capture module in preset time period in advance
Face image；
Described image handles submodule, for identification effective face in second facial image, extracts effective face
Third face information；
The sub-module stored, for storing the third face information, the corresponding store information of the third face information extremely
Face information feature database, the store information include the type of merchandise information of the shop vending articles.
9. a kind of terminal device characterized by comprising memory, processor and storage are on a memory and can be in processor
The computer program of upper operation when the processor executes described program, realizes such as base of any of claims 1-6
In the information display method of recognition of face.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
Such as the information display method of any of claims 1-6 based on recognition of face is realized when execution.
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| CN201811653663.8A CN109711900A (en) | 2018-12-29 | 2018-12-29 | Information display method and device based on face recognition, terminal equipment and storage medium |
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| CN201811653663.8A CN109711900A (en) | 2018-12-29 | 2018-12-29 | Information display method and device based on face recognition, terminal equipment and storage medium |
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Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110266806A (en) * | 2019-06-28 | 2019-09-20 | 北京金山安全软件有限公司 | Content pushing method and device and electronic equipment |
| CN110276649A (en) * | 2019-06-28 | 2019-09-24 | 北京金山安全软件有限公司 | information display method and device |
| CN110300174A (en) * | 2019-07-02 | 2019-10-01 | 武汉数文科技有限公司 | Information-pushing method, device, server and computer storage medium |
| CN110446082A (en) * | 2019-08-23 | 2019-11-12 | 北京市商汤科技开发有限公司 | Advertisement sending method, information processing method and Related product |
| CN110555133A (en) * | 2019-09-04 | 2019-12-10 | 安徽星光璀璨文化发展有限公司 | Intelligent advertisement promotion system for online taxi appointment |
| CN111275874A (en) * | 2020-01-16 | 2020-06-12 | 广州康行信息技术有限公司 | Information display method, device and equipment based on face detection and storage medium |
| CN112163888A (en) * | 2020-09-30 | 2021-01-01 | 成都新潮传媒集团有限公司 | Advertisement matching method, device and storage medium |
| CN112348545A (en) * | 2019-08-09 | 2021-02-09 | 上海红星美凯龙悦家互联网科技有限公司 | User information acquisition and association system, device and storage medium |
| CN113158823A (en) * | 2021-03-30 | 2021-07-23 | 浙江大华技术股份有限公司 | Face recognition method and device |
| CN113822726A (en) * | 2021-11-01 | 2021-12-21 | 北京明略昭辉科技有限公司 | Shopping guide method and system for shopping mall, storage medium and electronic equipment |
| CN114638629A (en) * | 2020-12-15 | 2022-06-17 | 支付宝(杭州)信息技术有限公司 | Information pushing method and device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104575339A (en) * | 2014-07-21 | 2015-04-29 | 北京智膜科技有限公司 | Media information pushing method based on face detection interface |
| CN106327245A (en) * | 2016-08-17 | 2017-01-11 | 中山大学南方学院 | Advertisement delivery method and device based on human face recognition |
| US20170118207A1 (en) * | 2014-06-11 | 2017-04-27 | Socure Inc. | Analyzing facial recognition data and social network data for user authentication |
| CN108876426A (en) * | 2017-07-04 | 2018-11-23 | 北京旷视科技有限公司 | Data managing method, system and calculating equipment and non-volatile memory medium |
-
2018
- 2018-12-29 CN CN201811653663.8A patent/CN109711900A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170118207A1 (en) * | 2014-06-11 | 2017-04-27 | Socure Inc. | Analyzing facial recognition data and social network data for user authentication |
| CN104575339A (en) * | 2014-07-21 | 2015-04-29 | 北京智膜科技有限公司 | Media information pushing method based on face detection interface |
| CN106327245A (en) * | 2016-08-17 | 2017-01-11 | 中山大学南方学院 | Advertisement delivery method and device based on human face recognition |
| CN108876426A (en) * | 2017-07-04 | 2018-11-23 | 北京旷视科技有限公司 | Data managing method, system and calculating equipment and non-volatile memory medium |
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110266806A (en) * | 2019-06-28 | 2019-09-20 | 北京金山安全软件有限公司 | Content pushing method and device and electronic equipment |
| CN110276649A (en) * | 2019-06-28 | 2019-09-24 | 北京金山安全软件有限公司 | information display method and device |
| CN110300174A (en) * | 2019-07-02 | 2019-10-01 | 武汉数文科技有限公司 | Information-pushing method, device, server and computer storage medium |
| CN112348545A (en) * | 2019-08-09 | 2021-02-09 | 上海红星美凯龙悦家互联网科技有限公司 | User information acquisition and association system, device and storage medium |
| CN110446082A (en) * | 2019-08-23 | 2019-11-12 | 北京市商汤科技开发有限公司 | Advertisement sending method, information processing method and Related product |
| CN110555133A (en) * | 2019-09-04 | 2019-12-10 | 安徽星光璀璨文化发展有限公司 | Intelligent advertisement promotion system for online taxi appointment |
| CN111275874A (en) * | 2020-01-16 | 2020-06-12 | 广州康行信息技术有限公司 | Information display method, device and equipment based on face detection and storage medium |
| CN112163888A (en) * | 2020-09-30 | 2021-01-01 | 成都新潮传媒集团有限公司 | Advertisement matching method, device and storage medium |
| CN114638629A (en) * | 2020-12-15 | 2022-06-17 | 支付宝(杭州)信息技术有限公司 | Information pushing method and device |
| CN113158823A (en) * | 2021-03-30 | 2021-07-23 | 浙江大华技术股份有限公司 | Face recognition method and device |
| CN113158823B (en) * | 2021-03-30 | 2023-05-12 | 浙江大华技术股份有限公司 | Face recognition method and device |
| CN113822726A (en) * | 2021-11-01 | 2021-12-21 | 北京明略昭辉科技有限公司 | Shopping guide method and system for shopping mall, storage medium and electronic equipment |
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Application publication date: 20190503 |