CN108205640A - A kind of personnel's Sex, Age analysis system - Google Patents
A kind of personnel's Sex, Age analysis system Download PDFInfo
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- CN108205640A CN108205640A CN201611170439.4A CN201611170439A CN108205640A CN 108205640 A CN108205640 A CN 108205640A CN 201611170439 A CN201611170439 A CN 201611170439A CN 108205640 A CN108205640 A CN 108205640A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/178—Human faces, e.g. facial parts, sketches or expressions estimating age from face image; using age information for improving recognition
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- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
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Abstract
The present invention proposes a kind of personnel's Sex, Age analysis system, including:Video capture device, the network switch, personnel characteristics' intelligent video analysis device and storage device, wherein, personnel characteristics' intelligent video analysis device is used to carry out intellectual analysis to video image, including analyzing face characteristic from the video image, and further the sex character in the face characteristic that has analyzed is analyzed automatically according to default personnel characteristics' parser, and pass through region with reference to personnel, to in predeterminable area by men and women's quantity analyze and count, analysis statistical result is presented to administrator and checks.The present invention by carrying out face characteristic identification to the video image that collects, and and then identify gender and the age of personnel, so as to fulfill to being detected by the Sex, Age of the personnel during different time different zones.
Description
Technical field
The present invention relates to video monitoring and identification technology field, more particularly to a kind of personnel's Sex, Age analysis system.
Background technology
The sales fields such as existing market supermarket need the consumption for understanding buyer in time to practise to be preferably arranged to commodity
It is used, such as：Age, gender and frequent purchase commodity of buyer etc..It is typically to use artificial statistical in the prior art, it is this
Mode is not only original, waste of manpower, and statistical accuracy is not high.
Invention content
The purpose of the present invention is intended at least solve one of described technological deficiency.
For this purpose, it is an object of the invention to propose a kind of personnel's Sex, Age analysis system, by being regarded to what is collected
Frequency image carries out face characteristic identification, and and then identify gender and the age of personnel, so as to fulfill to by different time not
Sex, Age with the personnel during region detects.
To achieve these goals, the embodiment of the present invention provides a kind of personnel's Sex, Age analysis system, including：Video
Collecting device, the network switch, personnel characteristics' intelligent video analysis device and storage device, wherein,
The video capture device includes：Multiple video cameras, multiple optical transmitter and receivers, video distributor, wherein, it is the multiple to take the photograph
Camera is distributed at multiple positions of target area, for acquiring the video image at each position, each video camera with
One optical transmitter and receiver is connected, and the optical transmitter and receiver is further attached to video distributor, is regarded by the video distributor by collected
Frequency image transmitting is to the network switch；
The network switch is set respectively with the video capture device, personnel characteristics' intelligent video analysis device and storage
It is standby to be connected, for will be filled by the transmission of video images that the video capture device acquires to personnel characteristics' intelligent video analysis
It puts and storage device；
The storage device is used to store the video image；
Personnel characteristics' intelligent video analysis device is used to carry out intellectual analysis to video image, including from the video
Face characteristic is analyzed in image, and further basis presets personnel characteristics' parser face characteristic to having analyzed automatically
In sex character analyzed, and combine personnel by region, in predeterminable area by men and women's quantity carry out analysis system
Analysis statistical result is presented to administrator and checked by meter.
Further, personnel characteristics' intelligent video analysis device is further automatic according to default personnel characteristics' parser
Age characteristics in the face characteristic that has analyzed is analyzed, with reference to the sex character analyzed, to passing through preset areas
Men and women's number ratio of different age group in domain is for statistical analysis.
Further, personnel characteristics' intelligent video analysis device is additionally operable to carrying out intellectual analysis to the video image
Before, the video image is filtered to filter out scene shadow, signal disturbance and the influence of shelter.
Further, the video capture device is using following at least one type：USB camera, IP cameras or simulation
Camera.
Further, the setting angle of the video capture device meets the following conditions：End rotation ± 30 of collector
Degree, head pitching ± 30 degree.
Further, the storage device is stored using HDFS file system.
Further, personnel characteristics' intelligent video analysis device be additionally operable to in multiple preset period of time by not the same year
Age men and women's number ratio of section is for statistical analysis.
Further, the video capture device is arranged on the sales field entrance of different commodity, and then by the personnel characteristics
The gender for the personnel of sales field entrance that intelligent video analysis device statistics different periods pass through each commodity and age, generative nature
Other Analysis of age report, is supplied to sales field administrative staff, is reported with being analyzed by the sales field administrative staff according to the Sex, Age
Accuse the consumption habit for obtaining user.
Further, personnel characteristics' intelligent video analysis device includes：Video analysis cluster server, web server,
Video unloading cluster server and database service cluster server, wherein,
The database service cluster server is used to store pre- personnel characteristics' parser data；
The video analysis cluster server is used to analyze face characteristic, and further basis from the video image
Default personnel characteristics' parser automatically analyzes, and lead to reference to personnel the sex character in the face characteristic that has analyzed
Cross region, in predeterminable area by men and women's quantity analyze and count；
The web server is used to show the analysis statistical result of Sex, Age in graphical form, and is presented to the user；
The video unloading cluster server is used to carry out unloading processing to the form of video image.
Personnel's Sex, Age analysis system according to embodiments of the present invention, by the video image to collecting into pedestrian
Face feature recognition, and and then identify gender and the age of personnel, so as to fulfill to by during different time different zones
The Sex, Age detection of personnel, generates corresponding Statistical Analysis Report, in order to which follow-up businessman is by analyzing the statistical analysis report
It accuses, analysis obtains the consumption habit of personnel, formulates corresponding marketing strategy.Personnel characteristics' recognizer of the present invention calculates video
The gender of face and age in image, accuracy rate up to more than 80%, and can at times, blockette counted, manage
Member can check statistical result at any time.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
It obtains significantly or is recognized by the practice of the present invention.
Description of the drawings
The above-mentioned and/or additional aspect and advantage of the present invention will become in the description from combination accompanying drawings below to embodiment
Significantly and it is readily appreciated that, wherein：
Fig. 1 is the structure chart according to personnel's Sex, Age analysis system of the embodiment of the present invention；
Fig. 2 is the structure chart according to personnel characteristics' intelligent video analysis device of the embodiment of the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to for explaining the present invention, and is not considered as limiting the invention.
As shown in Figure 1, personnel's Sex, Age analysis system of the embodiment of the present invention, including：Video capture device 1, network
Interchanger 2, personnel characteristics' intelligent video analysis device 3 and storage device 4.
Specifically, video capture device 1 includes：Multiple video cameras, multiple optical transmitter and receivers, video distributor.Wherein, it is multiple to take the photograph
Camera is distributed at multiple positions of target area, for acquiring the video image at each position.
Each video camera is connected with an optical transmitter and receiver, and optical transmitter and receiver is further attached to video distributor, by video distributor
By collected transmission of video images to the network switch 2.
In one embodiment of the invention, video capture device 1 is using following at least one type：USB camera, IP
Camera or simulation camera.Wherein, video capture device 1 can be installed on the crowded place such as the entrance of sales field.
Preferably, the setting angle of video capture device 1 meets the following conditions：End rotation ± 30 degree of collector,
Head pitching ± 30 degree.
The network switch 2 respectively with 4 phase of video capture device 1, personnel characteristics' intelligent video analysis device 3 and storage device
Even, for will be set by the transmission of video images that video capture device 1 acquires to personnel characteristics' intelligent video analysis device 3 and storage
Standby 4.
Storage device 4 is used for store video images.In one embodiment of the invention, storage device 4 may be used
HDFS file system is stored.
Personnel characteristics' intelligent video analysis device 3 is used to carry out intellectual analysis to video image, including from video image
Analyze face characteristic, and further according to default personnel characteristics' parser automatically to the property in the face characteristic that has analyzed
Other feature is analyzed, and combines personnel by region, in predeterminable area by men and women's quantity analyze and count, will point
Analysis statistical result is presented to administrator and is checked.
In addition to can analyze predeterminable area, personnel characteristics' intelligent video analysis device 3 is additionally operable to multiple default
In period by different age group men and women's number ratio it is for statistical analysis.
It should be noted that personnel characteristics' intelligent video analysis device 3 is additionally operable to carrying out intellectual analysis to video image
Before, video image is filtered to filter out scene shadow, signal disturbance and the influence of shelter.
Further, personnel characteristics' intelligent video analysis device 3 is further automatically right according to default personnel characteristics' parser
Age characteristics in the face characteristic analyzed is analyzed, with reference to the sex character analyzed, to passing through predeterminable area
Men and women's number ratio of interior different age group is for statistical analysis.
Specifically, as shown in Fig. 2, personnel characteristics' intelligent video analysis device 3 includes：Video analysis cluster server 31,
Web server 32, video unloading cluster server 33 and database service cluster server 34.
Database service cluster server 34 is used to store pre- personnel characteristics' parser data.Video analysis cluster service
Device 31 from video image for analyzing face characteristic, and further basis presets personnel characteristics' parser automatically to having divided
Sex character in the face characteristic of precipitation is analyzed, and combines personnel by region, in predeterminable area by men and women
Quantity analyzes and counts.
Web server 32 is used to show the analysis statistical result of Sex, Age in graphical form, and is presented to the user.Video
Unloading cluster server 33 is used to carry out unloading processing to the form of video image.
In one embodiment of the invention, web server 32 can in the form of report to the video image of passenger flow into
Row analysis and presentation.Specifically, web server 32 supports real-time self-defined statistics, provides day, week, monthly, annual passenger flow analysing
And statistical report form, there is abundant graphic style, including curve graph, cake chart, block diagram etc..
Since the customer of different sexes and age bracket often shows completely different consumption habit, if can be comprehensive
Ground understands the Sex, Age distribution of oneself customer, and operator, while can also root with regard to that can make more targeted marketing strategy
According to the data analysis potential resource that system provides, more business opportunities are excavated.For this purpose, personnel's Sex, Age analysis of the embodiment of the present invention
System can be applied to the entrance in the consumption place such as market, supermarket, using user's ratio at different sexes age.
Specifically, video capture device 1 is arranged on the sales field entrance of different commodity, and then by personnel characteristics' intelligent video
Analytical equipment 3 counts gender and the age for the personnel of sales field entrance that different periods pass through each commodity, generates Sex, Age
Analysis report is supplied to sales field administrative staff.The consumption of user is obtained according to Sex, Age analysis report by sales field administrative staff
Custom.
Using personnel's Sex, Age analysis system of the embodiment of the present invention, personnel whether wearing spectacles (non-sunglasses), beard,
Jewelry, hair style and makeup etc. do not interfere with the identification to personnel's Sex, Age, and recognition of face resolution ratio reaches 80*80 pixels.
Personnel's Sex, Age analysis system according to embodiments of the present invention, by the video image to collecting into pedestrian
Face feature recognition, and and then identify gender and the age of personnel, so as to fulfill to by during different time different zones
The Sex, Age detection of personnel, generates corresponding Statistical Analysis Report, in order to which follow-up businessman is by analyzing the statistical analysis report
It accuses, analysis obtains the consumption habit of personnel, formulates corresponding marketing strategy.Personnel characteristics' recognizer of the present invention calculates video
The gender of face and age in image, accuracy rate up to more than 80%, and can at times, blockette counted, manage
Member can check statistical result at any time.
In the description of this specification, reference term " one embodiment ", " example ", " is specifically shown " some embodiments "
The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description
Point is contained at least one embodiment of the present invention or example.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiments or example in combine in an appropriate manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is impossible to limitation of the present invention is interpreted as, those of ordinary skill in the art are not departing from the principle of the present invention and objective
In the case of can make changes, modifications, substitutions and variations to the above described embodiments within the scope of the invention.The scope of the present invention
It is extremely equally limited by appended claims.
Claims (9)
1. a kind of personnel's Sex, Age analysis system, which is characterized in that including：Video capture device, the network switch, Ren Yuante
Intelligent video analysis device and storage device are levied, wherein,
The video capture device includes：Multiple video cameras, multiple optical transmitter and receivers, video distributor, wherein, the multiple video camera
It is distributed at multiple positions of target area, for acquiring the video image at each position, each video camera and one
Optical transmitter and receiver is connected, and the optical transmitter and receiver is further attached to video distributor, by the video distributor by collected video figure
As being transferred to the network switch；
The network switch respectively with the video capture device, personnel characteristics' intelligent video analysis device and storage device phase
Even, for by by the transmission of video images that the video capture device acquires to personnel characteristics' intelligent video analysis device and
Storage device；
The storage device is used to store the video image；
Personnel characteristics' intelligent video analysis device is used to carry out intellectual analysis to video image, including from the video image
In analyze face characteristic, and further according to default personnel characteristics' parser automatically in the face characteristic that has analyzed
Sex character is analyzed, and combines personnel by region, in predeterminable area by men and women's quantity analyze and count, will
Analysis statistical result is presented to administrator and is checked.
2. personnel's Sex, Age analysis system as described in claim 1, which is characterized in that personnel characteristics' intelligent video point
Analysis apparatus further automatically carries out the age characteristics in the face characteristic that has analyzed according to default personnel characteristics' parser
Analysis, with reference to the sex character analyzed, to being united by men and women's number ratio of the different age group in predeterminable area
Meter analysis.
3. personnel's Sex, Age analysis system as described in claim 1, which is characterized in that personnel characteristics' intelligent video point
Analysis apparatus is additionally operable to before intellectual analysis is carried out to the video image, and the video image is filtered to filter out scene light
The influence of shadow, signal disturbance and shelter.
4. personnel's Sex, Age analysis system as described in claim 1, which is characterized in that the video capture device use with
Lower at least one type：USB camera, IP cameras or simulation camera.
5. personnel's Sex, Age analysis system as described in claim 1 or 4, which is characterized in that the video capture device
Setting angle meets the following conditions：End rotation ± 30 degree, head pitching ± 30 degree of collector.
6. personnel's Sex, Age analysis system as described in claim 1, which is characterized in that the storage device is using HDFS texts
Part system is stored.
7. personnel's Sex, Age analysis system as claimed in claim 1 or 2, which is characterized in that the personnel characteristics intelligently regard
Frequency division analysis apparatus be additionally operable to in multiple preset period of time by different age group men and women's number ratio it is for statistical analysis.
8. personnel's Sex, Age analysis system as claimed in claim 7, which is characterized in that the video capture device is arranged on
The sales field entrance of different commodity, and then pass through each quotient by personnel characteristics' intelligent video analysis device statistics different periods
The gender of the personnel of the sales field entrance of product and age, generation gender Analysis of age report are supplied to sales field administrative staff, with by
The sales field administrative staff obtain the consumption habit of user according to the Sex, Age analysis report.
9. personnel's Sex, Age analysis system as described in claim 1, which is characterized in that personnel characteristics' intelligent video point
Analysis apparatus includes：Video analysis cluster server, web server, video unloading cluster server and database service cluster clothes
Business device, wherein,
The database service cluster server is used to store pre- personnel characteristics' parser data；
The video analysis cluster server from the video image for analyzing face characteristic, and further basis is default
Personnel characteristics' parser automatically analyzes the sex character in the face characteristic that has analyzed, and passes through area with reference to personnel
Domain, in predeterminable area by men and women's quantity analyze and count；
The web server is used to show the analysis statistical result of Sex, Age in graphical form, and is presented to the user；
The video unloading cluster server is used to carry out unloading processing to the form of video image.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201611170439.4A CN108205640A (en) | 2016-12-16 | 2016-12-16 | A kind of personnel's Sex, Age analysis system |
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| CN201611170439.4A CN108205640A (en) | 2016-12-16 | 2016-12-16 | A kind of personnel's Sex, Age analysis system |
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| CN201611170439.4A Pending CN108205640A (en) | 2016-12-16 | 2016-12-16 | A kind of personnel's Sex, Age analysis system |
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Cited By (2)
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| CN110188660A (en) * | 2019-05-27 | 2019-08-30 | 北京字节跳动网络技术有限公司 | The method and apparatus at age for identification |
| CN111695445A (en) * | 2020-05-25 | 2020-09-22 | 深圳丽泽智能科技有限公司 | Face recognition method, device, equipment and computer readable storage medium |
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Application publication date: 20180626 |