CN103942705A - Advertisement classified match pushing method and system based on human face recognition - Google Patents
Advertisement classified match pushing method and system based on human face recognition Download PDFInfo
- Publication number
- CN103942705A CN103942705A CN201410113226.2A CN201410113226A CN103942705A CN 103942705 A CN103942705 A CN 103942705A CN 201410113226 A CN201410113226 A CN 201410113226A CN 103942705 A CN103942705 A CN 103942705A
- Authority
- CN
- China
- Prior art keywords
- age
- face
- advertisement
- active user
- people
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
Landscapes
- Business, Economics & Management (AREA)
- Strategic Management (AREA)
- Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Economics (AREA)
- Game Theory and Decision Science (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Image Analysis (AREA)
Abstract
The invention discloses an advertisement classified match pushing method and system based on human face recognition. The method includes the steps that advertisements are classified in advance according to objects suitable for age and gender characteristic data of different people, and an advertisement pushing list correspondingly suitable for the age and gender characteristic data of different people is generated; when it is required that an intelligent terminal should perform advertisement pushing, the human face of the current user is recognized through the human face recognition technology so as to acquire and confirm the age and gender characteristic data of the current user; according to the acquired age and gender characteristic data of the current user, advertisements correspondingly suitable for the age and gender characteristic data of the current user in the advertisement pushing list generated in advance are searched for and pushed to the intelligent terminal of the current user. The method for enhancing the advertisement matching accuracy based on human face recognition is provided, and new function are added by using the intelligent terminal. Recommended advertisements can be classified according to users, and the advertisement classified match pushing method and system are convenient for users to use.
Description
Technical field
The present invention relates to consumer electronics field, relate in particular to a kind of ad classification coupling method for pushing and system based on recognition of face.
Background technology
Along with the development of electronic technology and improving constantly of people's living standard, various consumer electronics are as Web TV intelligent mobile terminal mobile phone etc. enters in people's life in a large number, become can not be few in people's life electronic product.Every day is by Web TV or intelligent mobile terminal mobile phone etc., user is always forced to see much and oneself do not want the advertisement of seeing, businessman always worries that the advertisement of oneself do not seen by the user of counterpart, makes advertisement receive Efficiency Decreasing, user's resentment is high, to user, causes inconvenience.
Therefore, prior art has yet to be improved and developed.
Summary of the invention
The technical problem to be solved in the present invention is, above-mentioned defect for prior art, a kind of ad classification coupling method for pushing and system based on recognition of face is provided, a kind of method that strengthens advertisement coupling degree of accuracy based on recognition of face is provided, it uses intelligent terminal to increase new function: can, according to user's recommended advertisements of classifying, provide users with the convenient.
The technical scheme that technical solution problem of the present invention adopts is as follows:
An ad classification coupling method for pushing based on recognition of face, wherein, comprising:
A, in advance advertisement is classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list;
B, when needs intelligent terminal carries out advertisement pushing, adopt people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data;
C, according to the active user's who obtains age, sex character data, search in the advertisement pushing list generating in advance with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
The described ad classification coupling method for pushing based on recognition of face, wherein, described steps A also comprises:
Regularly in advertisement pushing list with age of different people, sex character data corresponding applicable advertisement upgrade operation.
The described ad classification coupling method for pushing based on recognition of face, wherein, described step B specifically comprises:
B1, when needs intelligent terminal carries out advertisement pushing, control to start face identification functions, camera before opening, the people's face of taking pictures, gathers people's face data;
B2, according to gathering people's face data, utilize face recognition technology, face characteristic is identified to feedback people's age, gender data;
B3, confirmation active user's age, sex character data, and age, gender data are saved in global variable.
The described ad classification coupling method for pushing based on recognition of face, wherein, described step C specifically comprises:
C1, by intelligent terminal accessed web page, web page server receives ad-request;
C2, web page server read age of user, the gender data variable of intelligent terminal;
C3, according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched;
If C4 unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
An ad classification coupling supplying system based on recognition of face, wherein, comprising:
Set in advance module, in advance advertisement being classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list;
Face recognition module, for when needs intelligent terminal carries out advertisement pushing, adopts people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data;
Advertisement pushing module, for according to the active user's who obtains age, sex character data, search in the advertisement pushing list generating in advance with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
The described ad classification coupling supplying system based on recognition of face, wherein, also comprises:
Upgrade processing module, for regularly to the age of advertisement pushing list and different people, sex character data corresponding applicable advertisement upgrade operation.
The described ad classification coupling supplying system based on recognition of face, wherein, face recognition module comprises:
People's face data acquisition unit, for when needs intelligent terminal carries out advertisement pushing, controls and starts face identification functions, camera before opening, and the people's face of taking pictures, gathers people's face data;
Identifying processing unit, for according to gathering people's face data, utilizes face recognition technology, face characteristic is identified to feedback people's age, gender data;
Characteristic confirmation unit, for confirming active user's age, sex character data, and is saved in age, gender data in global variable.
The described ad classification coupling supplying system based on recognition of face, wherein, advertisement pushing module comprises:
Ad-request unit, for user, by intelligent terminal accessed web page, web page server receives ad-request;
Reading unit, reads age of user, the gender data variable of intelligent terminal for controlling web page server;
Matching treatment unit, be used for according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched;
Push unit, if for unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
Ad classification coupling method for pushing and system based on recognition of face provided by the present invention, use novel face recognition technology, the features such as identification people's age, sex, then internet is according to these characteristics, judge the product that these potential customers may need, then carry out corresponding advertisement coupling; It uses intelligent terminal to increase new function: can, according to user's recommended advertisements of classifying, provide users with the convenient.
Accompanying drawing explanation
Fig. 1 is that the ad classification that the present invention is based on recognition of face is mated the process flow diagram of the preferred embodiment of method for pushing.
Fig. 2 is that the ad classification that the present invention is based on recognition of face is mated the functional schematic block diagram of the preferred embodiment of supplying system.
Embodiment
For making object of the present invention, technical scheme and advantage clearer, clear and definite, referring to accompanying drawing, developing simultaneously, the present invention is described in more detail for embodiment.Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not intended to limit the present invention.
Refer to Fig. 1, Fig. 1 is that the ad classification that the present invention is based on recognition of face is mated the process flow diagram of the preferred embodiment of method for pushing.As shown in Figure 1, the described ad classification coupling method for pushing based on recognition of face, comprising:
Step S100, in advance advertisement is classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list.
In the embodiment of the present invention, need in advance advertisement be classified by the age of different people, the applicable object of sex character data, be made into age of different people, sex character data corresponding applicable advertisement pushing list, can be stored in Advertisement Server or web page server end.
In addition the present invention can also arrange regularly in advertisement pushing list with age of different people, sex character data corresponding applicable advertisement upgrade operation.
Step S200, when needs intelligent terminal carries out advertisement pushing, adopt people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data.
Wherein, recognition of face has been the application of current comparative maturity, has had a lot of method identification whether to have people's face, determines people's age and sex by people's face.
Detect and whether exist the method for people's face can adopt the methods such as published AdaBoost those skilled in the art's morning.Also there are proper vector method and face line template, proper vector method is first to determine the features such as the size of the image surface face profiles such as an iris, the wing of nose, the corners of the mouth, position, distance, calculate their geometric feature, the set of these geometric features forms the geometric properties vector of describing face feature again.Face line template, main thought deposits some standard face templates or face organ's template in storehouse.Set of eigenvectors that gathers facial picture to be measured etc. contrasts with the data of template.
Ripe as data acquisition people's age and the technology of sex by people's face, and applied in product.Being below that utilization is early mature obtains after age and gender data by facial image, and webpage is provided the process of advertisement according to client's age and sex selectivity:
Wherein, described step S200 specifically comprises: when needs intelligent terminal carries out advertisement pushing, control and start face identification functions, and camera before opening, the people's face of taking pictures, gathers people's face data; According to gathering people's face data, utilize face recognition technology, face characteristic is identified to feedback people's age, gender data; Confirm active user's age, sex character data, and age, gender data are saved in mobile terminal data global variable.And proceed to step S300.
Step S300, according to the active user's who obtains age, sex character data, search in the advertisement pushing list generating in advance with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
Concrete example as, as user, by intelligent terminal during as mobile phone or Web TV accessed web page, web page server receives ad-request; Web page server (or Advertisement Server) reads age of user, the gender data variable of intelligent terminal from intelligent terminal; According to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched; If unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
Therefore, a kind of ad classification coupling method for pushing based on recognition of face provided by the present invention, a kind of method that strengthens advertisement coupling degree of accuracy based on recognition of face is provided, it uses intelligent terminal to increase new function as mobile phone etc.: can, according to user's recommended advertisements of classifying, provide users with the convenient.
Based on above-described embodiment, the present invention also provides a kind of ad classification coupling supplying system based on recognition of face, and as shown in Figure 2, described system comprises:
Set in advance module 410, in advance advertisement being classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list; Specifically as described in above-mentioned steps S100.
Face recognition module 420, for when needs intelligent terminal carries out advertisement pushing, adopts people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data; Specifically as described in above-mentioned steps S200.
Advertisement pushing module 430, be used for according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal; Specifically as described in above-mentioned steps S300.
Further, the described ad classification coupling supplying system based on recognition of face, wherein, also comprises:
Upgrade processing module 440, for regularly to the age of advertisement pushing list and different people, sex character data corresponding applicable advertisement upgrade operation, specifically as described in above-mentioned steps S100.
Further, the described ad classification coupling supplying system based on recognition of face, wherein, face recognition module 420 comprises:
People's face data acquisition unit, for when needs intelligent terminal carries out advertisement pushing, controls and starts face identification functions, camera before opening, and the people's face of taking pictures, gathers people's face data, as detailed above.
Identifying processing unit, for according to gathering people's face data, utilizes face recognition technology, face characteristic is identified to feedback people's age, gender data; As detailed above.
Characteristic confirmation unit, for confirming active user's age, sex character data, and is saved in age, gender data in global variable, as detailed above.
The described ad classification coupling supplying system based on recognition of face, wherein, advertisement pushing module 430 comprises:
Ad-request unit, for user, by intelligent terminal accessed web page, web page server receives ad-request; As detailed above.
Reading unit, reads age of user, the gender data variable of intelligent terminal for controlling web page server; As detailed above.
Matching treatment unit, be used for according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched; As detailed above.
Push unit, if for unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal, as detailed above.
In sum, ad classification coupling method for pushing and system based on recognition of face provided by the present invention, use novel face recognition technology, the features such as identification people's age, sex, then internet is according to these characteristics, judge the product that these potential customers may need, then carry out corresponding advertisement coupling; It uses intelligent terminal to increase new function: can, according to user's recommended advertisements of classifying, provide users with the convenient.
Should be understood that, application of the present invention is not limited to above-mentioned giving an example, and for those of ordinary skills, can be improved according to the above description or convert, and all these improvement and conversion all should belong to the protection domain of claims of the present invention.
Claims (8)
1. the coupling of the ad classification based on a recognition of face method for pushing, is characterized in that, comprising:
A, in advance advertisement is classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list;
B, when needs intelligent terminal carries out advertisement pushing, adopt people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data;
C, according to the active user's who obtains age, sex character data, search in the advertisement pushing list generating in advance with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
2. the ad classification coupling method for pushing based on recognition of face according to claim 1, is characterized in that, described steps A also comprises:
Regularly in advertisement pushing list with age of different people, sex character data corresponding applicable advertisement upgrade operation.
3. the ad classification coupling method for pushing based on recognition of face according to claim 1, is characterized in that, described step B specifically comprises:
B1, when needs intelligent terminal carries out advertisement pushing, control to start face identification functions, camera before opening, the people's face of taking pictures, gathers people's face data;
B2, according to gathering people's face data, utilize face recognition technology, face characteristic is identified to feedback people's age, gender data;
B3, confirmation active user's age, sex character data, and age, gender data are saved in global variable.
4. the ad classification coupling method for pushing based on recognition of face according to claim 1, is characterized in that, described step C specifically comprises:
C1, by intelligent terminal accessed web page, web page server receives ad-request;
C2, web page server read age of user, the gender data variable of intelligent terminal;
C3, according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched;
If C4 unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
5. the coupling of the ad classification based on a recognition of face supplying system, is characterized in that, comprising:
Set in advance module, in advance advertisement being classified by the age of different people, the applicable object of sex character data, generate with age of different people, sex character data corresponding applicable advertisement pushing list;
Face recognition module, for when needs intelligent terminal carries out advertisement pushing, adopts people's face of the recognition technology identification active user of people's face, to obtain and to confirm active user's age, sex character data;
Advertisement pushing module, for according to the active user's who obtains age, sex character data, search in the advertisement pushing list generating in advance with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
6. the ad classification coupling supplying system based on recognition of face according to claim 5, is characterized in that, also comprises:
Upgrade processing module, for regularly to the age of advertisement pushing list and different people, sex character data corresponding applicable advertisement upgrade operation.
7. the ad classification coupling supplying system based on recognition of face according to claim 5, is characterized in that, face recognition module comprises:
People's face data acquisition unit, for when needs intelligent terminal carries out advertisement pushing, controls and starts face identification functions, camera before opening, and the people's face of taking pictures, gathers people's face data;
Identifying processing unit, for according to gathering people's face data, utilizes face recognition technology, face characteristic is identified to feedback people's age, gender data;
Characteristic confirmation unit, for confirming active user's age, sex character data, and is saved in age, gender data in global variable.
8. the ad classification coupling supplying system based on recognition of face according to claim 5, is characterized in that, advertisement pushing module comprises:
Ad-request unit, for user, by intelligent terminal accessed web page, web page server receives ad-request;
Reading unit, reads age of user, the gender data variable of intelligent terminal for controlling web page server;
Matching treatment unit, be used for according to the active user's who obtains age, sex character data, search in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, age of user, gender data in Product Tendency age, gender data and intelligent terminal in ad-request data are matched;
Push unit, if for unanimously, advertisement is presented on webpage, if inconsistent, next advertisement is continued to coupling, until find in advance in the advertisement pushing list generating with age of active user, sex character data corresponding applicable advertisement, be pushed to active user's intelligent terminal.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410113226.2A CN103942705A (en) | 2014-03-25 | 2014-03-25 | Advertisement classified match pushing method and system based on human face recognition |
| PCT/CN2014/078867 WO2015143777A1 (en) | 2014-03-25 | 2014-05-30 | Pushing method and system for classifying and matching advertisement based on human face identification |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410113226.2A CN103942705A (en) | 2014-03-25 | 2014-03-25 | Advertisement classified match pushing method and system based on human face recognition |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN103942705A true CN103942705A (en) | 2014-07-23 |
Family
ID=51190361
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201410113226.2A Pending CN103942705A (en) | 2014-03-25 | 2014-03-25 | Advertisement classified match pushing method and system based on human face recognition |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN103942705A (en) |
| WO (1) | WO2015143777A1 (en) |
Cited By (55)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104408402A (en) * | 2014-10-29 | 2015-03-11 | 小米科技有限责任公司 | Face identification method and apparatus |
| CN104573619A (en) * | 2014-07-25 | 2015-04-29 | 北京智膜科技有限公司 | Method and system for analyzing big data of intelligent advertisements based on face identification |
| CN104598869A (en) * | 2014-07-25 | 2015-05-06 | 北京智膜科技有限公司 | Intelligent advertisement pushing method based on human face recognition device |
| CN104881801A (en) * | 2015-06-17 | 2015-09-02 | 中国建设银行股份有限公司上海市分行 | Method for intelligent marketing of bank card, and device thereof |
| CN105117929A (en) * | 2015-07-28 | 2015-12-02 | 小米科技有限责任公司 | Content pushing method and apparatus |
| CN105184975A (en) * | 2015-10-14 | 2015-12-23 | 微点（北京）文化传媒有限公司 | Management system and management method for vending machine |
| CN105678594A (en) * | 2016-03-11 | 2016-06-15 | 合一网络技术(北京)有限公司 | Network advertisement serving method, server and system |
| CN105824863A (en) * | 2015-10-30 | 2016-08-03 | 维沃移动通信有限公司 | Desktop theme recommending method and terminal |
| CN105825408A (en) * | 2016-05-16 | 2016-08-03 | 刘冰 | Method for advertisement release processing |
| CN106156144A (en) * | 2015-04-13 | 2016-11-23 | 腾讯科技（深圳）有限公司 | Information-pushing method and device |
| CN106204114A (en) * | 2016-06-30 | 2016-12-07 | 刘永生 | A kind of intelligent red packet distributing method based on recognition of face and device |
| CN106303401A (en) * | 2015-05-12 | 2017-01-04 | 杭州海康威视数字技术股份有限公司 | Video frequency monitoring method, equipment and system thereof and video frequency monitoring method based on market |
| CN106297396A (en) * | 2016-09-30 | 2017-01-04 | 北京悦畅科技有限公司 | The method and apparatus that a kind of parking data pushes |
| CN106408335A (en) * | 2016-09-05 | 2017-02-15 | 江苏宾奥机器人科技有限公司 | Internet of Things-based mobile robot information push system |
| CN106407424A (en) * | 2016-09-26 | 2017-02-15 | 维沃移动通信有限公司 | A music recommendation method and a mobile terminal |
| CN106579786A (en) * | 2016-12-04 | 2017-04-26 | 徐州乐泰机电科技有限公司 | Home intelligent wardrobe and control method therefor |
| CN106599834A (en) * | 2016-12-13 | 2017-04-26 | 浙江省公众信息产业有限公司 | Information pushing method and system |
| CN106579787A (en) * | 2016-12-04 | 2017-04-26 | 徐州乐泰机电科技有限公司 | Intelligent wardrobe and control method thereof |
| CN106599862A (en) * | 2016-12-20 | 2017-04-26 | 北京奇虎科技有限公司 | Method and device for detecting face age of human face and mobile terminal |
| CN106650559A (en) * | 2015-11-04 | 2017-05-10 | 广州市和丰自动化科技有限公司 | Face identification information issuing system |
| CN106709763A (en) * | 2016-12-30 | 2017-05-24 | 三川（天津）文化传播有限公司 | Intelligent advertisement classification and matching device |
| CN106846052A (en) * | 2017-01-12 | 2017-06-13 | 安徽大尺度网络传媒有限公司 | A kind of public transport stop board advertisement push system based on internet |
| WO2017113741A1 (en) * | 2015-12-29 | 2017-07-06 | 乐视控股（北京）有限公司 | Face-recognition-based advertisement recommendation method and device |
| CN107071024A (en) * | 2017-04-11 | 2017-08-18 | 深圳市视维科技股份有限公司 | A kind of method based on server intelligent recommendation skin |
| CN107147952A (en) * | 2017-05-31 | 2017-09-08 | 合肥视尔文化创意有限公司 | A kind of domestic type intelligent advertisement output system |
| CN107169458A (en) * | 2017-05-18 | 2017-09-15 | 深圳云天励飞技术有限公司 | Data processing method, device and storage medium |
| CN107220855A (en) * | 2017-05-31 | 2017-09-29 | 合肥视尔文化创意有限公司 | A kind of advertisement broadcast method based on audient |
| WO2017166472A1 (en) * | 2016-03-28 | 2017-10-05 | 乐视控股（北京）有限公司 | Advertisement data matching method, device, and system |
| CN107239456A (en) * | 2016-03-28 | 2017-10-10 | 阿里巴巴集团控股有限公司 | Age bracket recognition methods and device |
| CN107301820A (en) * | 2017-07-18 | 2017-10-27 | 广东长虹电子有限公司 | It is a kind of to recognize the intelligent advisement player and its control method of spectators' type |
| CN107463608A (en) * | 2017-06-20 | 2017-12-12 | 上海汇尔通信息技术有限公司 | A kind of information-pushing method and system based on recognition of face |
| CN107563343A (en) * | 2017-09-18 | 2018-01-09 | 南京甄视智能科技有限公司 | The self-perfection method and system of FaceID databases based on face recognition technology |
| CN107704800A (en) * | 2017-08-16 | 2018-02-16 | 东莞市正荣信息科技有限公司 | Face identification method, system and its application system |
| CN107798567A (en) * | 2017-11-21 | 2018-03-13 | 成都高德唯斯科技股份有限公司 | Brand message method for pushing, device and electronic equipment |
| CN107807999A (en) * | 2017-11-07 | 2018-03-16 | 杭州盟山网络科技有限公司 | Information-pushing method and device based on camera |
| CN108040280A (en) * | 2017-12-08 | 2018-05-15 | 北京小米移动软件有限公司 | Content item display methods and device, storage medium |
| CN108234591A (en) * | 2017-09-21 | 2018-06-29 | 深圳市商汤科技有限公司 | The content-data of identity-based verification device recommends method, apparatus and storage medium |
| CN108494836A (en) * | 2018-03-09 | 2018-09-04 | 上海星视度科技有限公司 | Information-pushing method, device and equipment |
| CN108764968A (en) * | 2018-04-28 | 2018-11-06 | 北京鸿途信达科技股份有限公司 | Internet advertisement system |
| CN108960999A (en) * | 2018-07-03 | 2018-12-07 | 上海小蚁科技有限公司 | Consume recommended method and device, storage medium, terminal |
| CN109299973A (en) * | 2018-08-29 | 2019-02-01 | 中国建设银行股份有限公司 | A kind of advertisement sending method and relevant device based on recognition of face |
| CN109308636A (en) * | 2018-09-11 | 2019-02-05 | 党佳翼 | A kind of method and apparatus carrying out advertisement with wisdom media |
| CN109360138A (en) * | 2018-10-18 | 2019-02-19 | 广州云从人工智能技术有限公司 | A kind of intelligent flight air navigation aid based on face recognition technology |
| CN109377315A (en) * | 2018-10-25 | 2019-02-22 | 百度在线网络技术（北京）有限公司 | A kind of information recommendation method, device, electronic equipment and storage medium |
| CN109977758A (en) * | 2019-01-29 | 2019-07-05 | 杭州鸿福科技有限公司 | A kind of face identification system and method based on cloud platform management |
| CN110111138A (en) * | 2019-04-23 | 2019-08-09 | 江苏聚垚科技有限公司 | A method of passing through vehicles advertisement |
| CN110135894A (en) * | 2019-04-23 | 2019-08-16 | 江苏聚垚科技有限公司 | A method of vehicles advertisement is passed through based on passenger's identification |
| CN110288368A (en) * | 2019-05-08 | 2019-09-27 | 江苏聚垚科技有限公司 | A kind of method that compartmentalization passes through vehicles advertisement |
| CN110543607A (en) * | 2019-08-05 | 2019-12-06 | 平安科技（深圳）有限公司 | Page data generation method, device, computer equipment and storage medium |
| CN111723618A (en) * | 2019-03-21 | 2020-09-29 | 浙江莲荷科技有限公司 | Information processing method and device |
| CN111861576A (en) * | 2020-07-27 | 2020-10-30 | 合肥优恩物联网科技有限公司 | System and method for pushing accurate advertisement based on autonomous face recognition |
| CN112036865A (en) * | 2019-06-03 | 2020-12-04 | 阿里巴巴集团控股有限公司 | Service providing method, device and equipment |
| CN112651776A (en) * | 2020-12-23 | 2021-04-13 | 湖北小启数云科技有限公司 | Electronic advertisement pushing method and system based on big data analysis |
| CN112805739A (en) * | 2018-10-05 | 2021-05-14 | 三星电子株式会社 | Electronic device and control method thereof |
| TWI801718B (en) * | 2020-02-25 | 2023-05-11 | 瑞軒科技股份有限公司 | Intelligent interactive display device, intelligent interactive display system and interactive display method thereof |
Families Citing this family (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109078318A (en) * | 2018-10-29 | 2018-12-25 | 天津市汇诚智慧体育科技有限公司 | Full crowd's outdoor body-building equipment intelligent terminal system based on big data |
| CN110390559A (en) * | 2019-06-20 | 2019-10-29 | 安徽艾米智能科技有限公司 | A kind of pretreatment system based on ad distribution |
| CN110442783A (en) * | 2019-07-05 | 2019-11-12 | 深圳壹账通智能科技有限公司 | Information-pushing method, device based on recognition of face, computer equipment |
| CN110992103A (en) * | 2019-12-06 | 2020-04-10 | 创新奇智(成都)科技有限公司 | Intelligent counter commodity sales promotion method based on face interaction |
| CN111340523A (en) * | 2020-01-17 | 2020-06-26 | 北京鸿途信达科技股份有限公司 | Advertisement putting method and device and computer storage medium |
| CN112633912B (en) * | 2020-11-19 | 2023-10-27 | 杭州五色云文化传播有限公司 | Advertisement putting system and method based on figure image data |
| CN113919859A (en) * | 2021-08-25 | 2022-01-11 | 读书郎教育科技有限公司 | Model machine display method |
| CN113724005B (en) * | 2021-08-30 | 2023-10-13 | 延边国泰新能源汽车有限公司 | Automatic advertisement putting method and system based on face recognition |
| CN114422835A (en) * | 2021-12-29 | 2022-04-29 | 上海数即数据科技有限公司 | Advertisement directional promotion platform based on big data analysis |
| CN115170209B (en) * | 2022-09-06 | 2022-12-27 | 中运科技股份有限公司 | Artificial intelligent advertisement accurate marketing and delivery method, device, equipment and medium |
| CN118761813B (en) * | 2024-09-05 | 2025-01-28 | 浙江久婵物联科技有限公司 | A method and system for accurately pushing personalized advertisements based on digital rental terminals |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101620715A (en) * | 2009-08-06 | 2010-01-06 | 余洋 | Method and system for publishing intelligent advertisement |
| CN102446327A (en) * | 2010-10-15 | 2012-05-09 | 汉王科技股份有限公司 | Advertisement putting device and method based on face recognition |
| CN202373266U (en) * | 2011-12-27 | 2012-08-08 | 杨建贵 | Multi-media advertising system |
| CN202383971U (en) * | 2011-12-22 | 2012-08-15 | 无锡德思普科技有限公司 | Advertisement broadcasting system with face identification function |
| CN202917136U (en) * | 2012-10-12 | 2013-05-01 | 天津红翔吉瑞网络科技有限公司 | Advertising device based on face recognition |
| CN103345902A (en) * | 2013-07-05 | 2013-10-09 | 天津奇庶广告有限公司 | Intelligent advertisement display screen |
-
2014
- 2014-03-25 CN CN201410113226.2A patent/CN103942705A/en active Pending
- 2014-05-30 WO PCT/CN2014/078867 patent/WO2015143777A1/en active Application Filing
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101620715A (en) * | 2009-08-06 | 2010-01-06 | 余洋 | Method and system for publishing intelligent advertisement |
| CN102446327A (en) * | 2010-10-15 | 2012-05-09 | 汉王科技股份有限公司 | Advertisement putting device and method based on face recognition |
| CN202383971U (en) * | 2011-12-22 | 2012-08-15 | 无锡德思普科技有限公司 | Advertisement broadcasting system with face identification function |
| CN202373266U (en) * | 2011-12-27 | 2012-08-08 | 杨建贵 | Multi-media advertising system |
| CN202917136U (en) * | 2012-10-12 | 2013-05-01 | 天津红翔吉瑞网络科技有限公司 | Advertising device based on face recognition |
| CN103345902A (en) * | 2013-07-05 | 2013-10-09 | 天津奇庶广告有限公司 | Intelligent advertisement display screen |
Cited By (66)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104573619A (en) * | 2014-07-25 | 2015-04-29 | 北京智膜科技有限公司 | Method and system for analyzing big data of intelligent advertisements based on face identification |
| CN104598869A (en) * | 2014-07-25 | 2015-05-06 | 北京智膜科技有限公司 | Intelligent advertisement pushing method based on human face recognition device |
| CN104408402B (en) * | 2014-10-29 | 2018-04-24 | 小米科技有限责任公司 | Face identification method and device |
| CN104408402A (en) * | 2014-10-29 | 2015-03-11 | 小米科技有限责任公司 | Face identification method and apparatus |
| CN106156144A (en) * | 2015-04-13 | 2016-11-23 | 腾讯科技（深圳）有限公司 | Information-pushing method and device |
| CN106303401A (en) * | 2015-05-12 | 2017-01-04 | 杭州海康威视数字技术股份有限公司 | Video frequency monitoring method, equipment and system thereof and video frequency monitoring method based on market |
| CN106303401B (en) * | 2015-05-12 | 2019-12-06 | 杭州海康威视数字技术股份有限公司 | Video monitoring method, equipment and system thereof and video monitoring method based on shopping mall |
| CN104881801A (en) * | 2015-06-17 | 2015-09-02 | 中国建设银行股份有限公司上海市分行 | Method for intelligent marketing of bank card, and device thereof |
| CN105117929A (en) * | 2015-07-28 | 2015-12-02 | 小米科技有限责任公司 | Content pushing method and apparatus |
| CN105184975A (en) * | 2015-10-14 | 2015-12-23 | 微点（北京）文化传媒有限公司 | Management system and management method for vending machine |
| CN105824863A (en) * | 2015-10-30 | 2016-08-03 | 维沃移动通信有限公司 | Desktop theme recommending method and terminal |
| CN105824863B (en) * | 2015-10-30 | 2021-12-28 | 维沃移动通信有限公司 | Desktop theme recommendation method and terminal |
| CN106650559A (en) * | 2015-11-04 | 2017-05-10 | 广州市和丰自动化科技有限公司 | Face identification information issuing system |
| WO2017113741A1 (en) * | 2015-12-29 | 2017-07-06 | 乐视控股（北京）有限公司 | Face-recognition-based advertisement recommendation method and device |
| CN105678594A (en) * | 2016-03-11 | 2016-06-15 | 合一网络技术(北京)有限公司 | Network advertisement serving method, server and system |
| WO2017166472A1 (en) * | 2016-03-28 | 2017-10-05 | 乐视控股（北京）有限公司 | Advertisement data matching method, device, and system |
| CN107239456A (en) * | 2016-03-28 | 2017-10-10 | 阿里巴巴集团控股有限公司 | Age bracket recognition methods and device |
| CN105825408A (en) * | 2016-05-16 | 2016-08-03 | 刘冰 | Method for advertisement release processing |
| CN106204114A (en) * | 2016-06-30 | 2016-12-07 | 刘永生 | A kind of intelligent red packet distributing method based on recognition of face and device |
| CN106408335A (en) * | 2016-09-05 | 2017-02-15 | 江苏宾奥机器人科技有限公司 | Internet of Things-based mobile robot information push system |
| CN106407424A (en) * | 2016-09-26 | 2017-02-15 | 维沃移动通信有限公司 | A music recommendation method and a mobile terminal |
| CN106297396A (en) * | 2016-09-30 | 2017-01-04 | 北京悦畅科技有限公司 | The method and apparatus that a kind of parking data pushes |
| CN106579787A (en) * | 2016-12-04 | 2017-04-26 | 徐州乐泰机电科技有限公司 | Intelligent wardrobe and control method thereof |
| CN106579786A (en) * | 2016-12-04 | 2017-04-26 | 徐州乐泰机电科技有限公司 | Home intelligent wardrobe and control method therefor |
| CN106599834A (en) * | 2016-12-13 | 2017-04-26 | 浙江省公众信息产业有限公司 | Information pushing method and system |
| CN106599862A (en) * | 2016-12-20 | 2017-04-26 | 北京奇虎科技有限公司 | Method and device for detecting face age of human face and mobile terminal |
| CN106709763A (en) * | 2016-12-30 | 2017-05-24 | 三川（天津）文化传播有限公司 | Intelligent advertisement classification and matching device |
| CN106846052A (en) * | 2017-01-12 | 2017-06-13 | 安徽大尺度网络传媒有限公司 | A kind of public transport stop board advertisement push system based on internet |
| CN107071024A (en) * | 2017-04-11 | 2017-08-18 | 深圳市视维科技股份有限公司 | A kind of method based on server intelligent recommendation skin |
| WO2018210047A1 (en) * | 2017-05-18 | 2018-11-22 | 深圳云天励飞技术有限公司 | Data processing method, data processing apparatus, electronic device and storage medium |
| CN107169458A (en) * | 2017-05-18 | 2017-09-15 | 深圳云天励飞技术有限公司 | Data processing method, device and storage medium |
| CN107220855A (en) * | 2017-05-31 | 2017-09-29 | 合肥视尔文化创意有限公司 | A kind of advertisement broadcast method based on audient |
| CN107147952A (en) * | 2017-05-31 | 2017-09-08 | 合肥视尔文化创意有限公司 | A kind of domestic type intelligent advertisement output system |
| CN107463608A (en) * | 2017-06-20 | 2017-12-12 | 上海汇尔通信息技术有限公司 | A kind of information-pushing method and system based on recognition of face |
| CN107301820A (en) * | 2017-07-18 | 2017-10-27 | 广东长虹电子有限公司 | It is a kind of to recognize the intelligent advisement player and its control method of spectators' type |
| CN107704800A (en) * | 2017-08-16 | 2018-02-16 | 东莞市正荣信息科技有限公司 | Face identification method, system and its application system |
| CN107563343A (en) * | 2017-09-18 | 2018-01-09 | 南京甄视智能科技有限公司 | The self-perfection method and system of FaceID databases based on face recognition technology |
| CN107563343B (en) * | 2017-09-18 | 2020-05-19 | 南京甄视智能科技有限公司 | FaceID database self-improvement method based on face recognition technology |
| CN108234591B (en) * | 2017-09-21 | 2021-01-05 | 深圳市商汤科技有限公司 | Content data recommendation method and device based on identity authentication device and storage medium |
| CN108234591A (en) * | 2017-09-21 | 2018-06-29 | 深圳市商汤科技有限公司 | The content-data of identity-based verification device recommends method, apparatus and storage medium |
| CN107807999A (en) * | 2017-11-07 | 2018-03-16 | 杭州盟山网络科技有限公司 | Information-pushing method and device based on camera |
| CN107798567A (en) * | 2017-11-21 | 2018-03-13 | 成都高德唯斯科技股份有限公司 | Brand message method for pushing, device and electronic equipment |
| CN107798567B (en) * | 2017-11-21 | 2023-06-20 | 成都高德唯斯科技股份有限公司 | Brand information pushing method and device and electronic equipment |
| CN108040280A (en) * | 2017-12-08 | 2018-05-15 | 北京小米移动软件有限公司 | Content item display methods and device, storage medium |
| CN108494836A (en) * | 2018-03-09 | 2018-09-04 | 上海星视度科技有限公司 | Information-pushing method, device and equipment |
| CN108494836B (en) * | 2018-03-09 | 2024-03-29 | 上海领秀眼镜有限公司 | Information pushing method, device, equipment, server, pushing system and medium |
| CN108764968B (en) * | 2018-04-28 | 2022-01-18 | 北京鸿途信达科技股份有限公司 | Internet advertisement system |
| CN108764968A (en) * | 2018-04-28 | 2018-11-06 | 北京鸿途信达科技股份有限公司 | Internet advertisement system |
| CN108960999A (en) * | 2018-07-03 | 2018-12-07 | 上海小蚁科技有限公司 | Consume recommended method and device, storage medium, terminal |
| CN109299973A (en) * | 2018-08-29 | 2019-02-01 | 中国建设银行股份有限公司 | A kind of advertisement sending method and relevant device based on recognition of face |
| CN109308636A (en) * | 2018-09-11 | 2019-02-05 | 党佳翼 | A kind of method and apparatus carrying out advertisement with wisdom media |
| CN112805739A (en) * | 2018-10-05 | 2021-05-14 | 三星电子株式会社 | Electronic device and control method thereof |
| CN112805739B (en) * | 2018-10-05 | 2025-04-01 | 三星电子株式会社 | Electronic device and control method thereof |
| CN109360138A (en) * | 2018-10-18 | 2019-02-19 | 广州云从人工智能技术有限公司 | A kind of intelligent flight air navigation aid based on face recognition technology |
| CN109377315A (en) * | 2018-10-25 | 2019-02-22 | 百度在线网络技术（北京）有限公司 | A kind of information recommendation method, device, electronic equipment and storage medium |
| CN109977758A (en) * | 2019-01-29 | 2019-07-05 | 杭州鸿福科技有限公司 | A kind of face identification system and method based on cloud platform management |
| CN111723618A (en) * | 2019-03-21 | 2020-09-29 | 浙江莲荷科技有限公司 | Information processing method and device |
| CN110135894A (en) * | 2019-04-23 | 2019-08-16 | 江苏聚垚科技有限公司 | A method of vehicles advertisement is passed through based on passenger's identification |
| CN110111138A (en) * | 2019-04-23 | 2019-08-09 | 江苏聚垚科技有限公司 | A method of passing through vehicles advertisement |
| CN110288368A (en) * | 2019-05-08 | 2019-09-27 | 江苏聚垚科技有限公司 | A kind of method that compartmentalization passes through vehicles advertisement |
| CN112036865A (en) * | 2019-06-03 | 2020-12-04 | 阿里巴巴集团控股有限公司 | Service providing method, device and equipment |
| CN112036865B (en) * | 2019-06-03 | 2024-07-19 | 阿里巴巴集团控股有限公司 | Service providing method, device and equipment |
| CN110543607A (en) * | 2019-08-05 | 2019-12-06 | 平安科技（深圳）有限公司 | Page data generation method, device, computer equipment and storage medium |
| TWI801718B (en) * | 2020-02-25 | 2023-05-11 | 瑞軒科技股份有限公司 | Intelligent interactive display device, intelligent interactive display system and interactive display method thereof |
| CN111861576A (en) * | 2020-07-27 | 2020-10-30 | 合肥优恩物联网科技有限公司 | System and method for pushing accurate advertisement based on autonomous face recognition |
| CN112651776A (en) * | 2020-12-23 | 2021-04-13 | 湖北小启数云科技有限公司 | Electronic advertisement pushing method and system based on big data analysis |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2015143777A1 (en) | 2015-10-01 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103942705A (en) | Advertisement classified match pushing method and system based on human face recognition | |
| US11270099B2 (en) | Method and apparatus for generating facial feature | |
| CN105678686B (en) | Picture processing method and device | |
| US20190205616A1 (en) | Method and apparatus for detecting face occlusion | |
| US20150055879A1 (en) | Method, Server and System for Setting Background Image | |
| US20120054691A1 (en) | Methods, apparatuses and computer program products for determining shared friends of individuals | |
| CN107169002A (en) | A kind of personalized interface method for pushing and device recognized based on face | |
| CN104021398A (en) | Wearable intelligent device and method for assisting identity recognition | |
| CN104794275A (en) | Face and hair style matching model for mobile terminal | |
| KR102140072B1 (en) | Method for composing image and an electronic device thereof | |
| CN102880634A (en) | Intelligent face recognition and retrieval method based on cloud | |
| KR20120046653A (en) | System and method for recommending hair based on face and style recognition | |
| CN104850848A (en) | Photo Classification Method and Device | |
| CN110648170A (en) | Method for recommending items and related device | |
| CN105205457A (en) | Information acquisition system and method based on face recognition | |
| CN108021905A (en) | Image processing method, device, terminal equipment and storage medium | |
| CN106203050A (en) | The exchange method of intelligent robot and device | |
| CN105898137A (en) | Image collection and information push methods, image collection and information push devices and mobile phone | |
| CN107766403A (en) | A kind of photograph album processing method, mobile terminal and computer-readable recording medium | |
| CN107609487B (en) | User head portrait generation method and device | |
| US10803353B2 (en) | Method and apparatus for acquiring information | |
| US20170300514A1 (en) | Method and terminal for implementing image sequencing | |
| CN111370100A (en) | Method and system for cosmetic surgery recommendation based on cloud server | |
| KR20120076492A (en) | System and method for recommending hair based on face and style recognition | |
| CN106778449B (en) | Object identification method of dynamic image and interactive film establishment method for automatically capturing target image |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20140723 |
|
| RJ01 | Rejection of invention patent application after publication |