CN103544481A - Road gate monitoring method and system based on human face recognition - Google Patents
Road gate monitoring method and system based on human face recognition Download PDFInfo
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- CN103544481A CN103544481A CN201310507721.7A CN201310507721A CN103544481A CN 103544481 A CN103544481 A CN 103544481A CN 201310507721 A CN201310507721 A CN 201310507721A CN 103544481 A CN103544481 A CN 103544481A
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Abstract
The invention discloses a road gate monitoring method and system based on human face recognition. The method comprises the steps that image collection is carried out on vehicles of a road gate to obtain vehicle images; according to the obtained vehicle images, vehicle license plate recognition processing is carried out on the vehicles, and query is carried out; according to the obtained vehicle images, human face recognition processing is carried out, and then blacklist database comparison processing is carried out; data obtained through processing are stored in a data package and are transmitted to a background server. The system comprises an image collecting module, a vehicle license plate recognition module, a human face recognition module and a storage module. According to the road gate monitoring method and system based on the human face recognition, suspicious personnel can be stopped in time, surveillance over the suspicious personnel by public security officers is facilitated, manpower and material resources are saved, and working efficiency is improved greatly. The road gate monitoring method and system based on the human face recognition can be widely applied to monitoring systems.
Description
Technical field
The present invention relates to image processing field, relate in particular to a kind of road bayonet socket method for supervising and system based on recognition of face.
Background technology
Along with economic fast development, city size is constantly expanding, and urban population and vehicle fleet size are also increasing rapidly, and the integrated management of urban public security has been proposed to requirements at the higher level.At present, in order to strengthen the management to vehicle, on a lot of roads in city, be all provided with public security bayonet system, the robber in operative constraint and counter city robs, exceeds the speed limit and the illegal vehicle such as accident.But system all lacks the function of automatically people's face of vehicle interior personnel being captured and being inquired about now, can not to personnel, carry out in real time the contrast of blacklist, need people's police on duty manually the personnel on vehicle to be checked, not only working strength is large for this, and efficiency is lower, easily cause recognizing in time a suspect.
Summary of the invention
In order to solve the problems of the technologies described above, the object of this invention is to provide a kind of can automatic capturing identification people face, and a kind of road bayonet socket method for supervising based on recognition of face contrasting with blacklist.
Another object of the present invention be to provide a kind of can automatic capturing identification people face, and a kind of road bayonet socket supervisory system based on recognition of face contrasting with blacklist.
The technical solution adopted in the present invention is:
A road bayonet socket method for supervising for recognition of face, comprises the following steps:
A, the vehicle of road bayonet socket is carried out to image acquisition, obtain vehicle image;
The vehicle image that B, basis obtain, carries out car plate identifying processing and inquires about it;
The vehicle image that C, basis obtain, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
D, the data that processing is obtained are saved in packet, and are transferred to background server.
As the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, described step B comprises:
The vehicle image that B1, basis obtain, carries out rim detection to car plate, and then location obtains car plate position;
B2, according to car plate position, extract and to obtain license board information;
The license board information that B3, basis obtain,, there is violation of law in inquiry car plate situation, sends alerting signal if inquire.
As the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, described step C comprises:
C1, according to vehicle image, people's face is positioned;
C2, the people's face coordinate successively each being navigated to judge, judge that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
The processing of comparing of C3, the recognition of face characteristic parameter to be measured obtaining after recognition of face is processed and the people's face information in blacklist database, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
As the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, facial image identifying processing in described step C2, it specifically comprises:
C21, from vehicle image, separation obtains facial image;
C22, facial image is carried out to pretreatment operation;
C23, facial image is carried out to edge live body detection, and facial image is converted to binary picture;
C24, according to binary picture, it is extracted to people's face skin skin texture, and then obtains recognition of face characteristic parameter to be measured.
Another technical scheme that the present invention adopts is:
A road bayonet socket supervisory system for recognition of face, comprising:
Image capture module, for the vehicle of road bayonet socket is carried out to image acquisition, obtains vehicle image;
Car plate identification module, for according to the vehicle image obtaining, carries out car plate identifying processing and inquires about it;
Face recognition module, for according to the vehicle image obtaining, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
Memory module, is saved in packet for the data that processing is obtained, and is transferred to background server.
As the further improvement of described a kind of road bayonet socket supervisory system based on recognition of face, described car plate identification module comprises:
Car plate locating module, for according to the vehicle image obtaining, carries out rim detection to car plate, and then location obtains car plate position;
License board information extraction module, for according to car plate position, extracts and obtains license board information;
Car plate enquiry module, for according to the license board information obtaining, inquires about car plate situation, has violation of law if inquire, and sends alerting signal.
As the further improvement of described a kind of road bayonet socket supervisory system based on recognition of face, described face recognition module comprises:
People's face locating module, for positioning people's face according to vehicle image;
People's face judging treatmenting module, judges for the people's face coordinate successively each being navigated to, and judges that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
Face alignment module, for processing that people's face information of the recognition of face characteristic parameter to be measured obtaining after recognition of face processing and blacklist database is compared, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
The invention has the beneficial effects as follows:
A kind of road bayonet socket method for supervising based on recognition of face of the present invention is by monitoring in real time collection image at road bayonet socket, then analyze and obtain license board information and facial image, and it is carried out to discriminance analysis and inquiry, if find it is illegal vehicle or suspect, send alerting signal, make to a suspect, to tackle in time, be conducive to public security officer's deploying to ensure effective monitoring and control of illegal activities to a suspect at once, use manpower and material resources sparingly, greatly promote work efficiency.
Another beneficial effect of the present invention is:
A kind of road bayonet socket supervisory system based on recognition of face of the present invention is monitored collection image by image capture module, car plate identification module and face recognition module in real time at road bayonet socket, then analyze and obtain license board information and facial image, and it is carried out to discriminance analysis and inquiry, if find it is illegal vehicle or suspect, send alerting signal at once, make to a suspect, to tackle in time, be conducive to public security officer's deploying to ensure effective monitoring and control of illegal activities to a suspect, use manpower and material resources sparingly, greatly promote work efficiency.
Accompanying drawing explanation
Below in conjunction with accompanying drawing, the specific embodiment of the present invention is described further:
Fig. 1 is the flow chart of steps of a kind of road bayonet socket method for supervising based on recognition of face of the present invention;
Fig. 2 is the flow chart of steps of a kind of road bayonet socket method for supervising step B based on recognition of face of the present invention;
Fig. 3 is the flow chart of steps of a kind of road bayonet socket method for supervising step C based on recognition of face of the present invention;
Fig. 4 is the block diagram of a kind of road bayonet socket supervisory system based on recognition of face of the present invention.
Embodiment
With reference to figure 1, Fig. 1 is the flow chart of steps of a kind of road bayonet socket method for supervising based on recognition of face of the present invention, and a kind of road bayonet socket method for supervising based on recognition of face of the present invention, comprises the following steps:
A, the vehicle of road bayonet socket is carried out to image acquisition, obtain vehicle image;
The vehicle image that B, basis obtain, carries out car plate identifying processing and inquires about it;
The vehicle image that C, basis obtain, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
D, the data that processing is obtained are saved in packet, and are transferred to background server.
Fig. 2 is the flow chart of steps of a kind of road bayonet socket method for supervising step B based on recognition of face of the present invention, and as the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, described step B comprises:
The vehicle image that B1, basis obtain, carries out rim detection to car plate, and then location obtains car plate position;
B2, according to car plate position, extract and to obtain license board information;
The license board information that B3, basis obtain,, there is violation of law in inquiry car plate situation, sends alerting signal if inquire.
Fig. 3 is the flow chart of steps of a kind of road bayonet socket method for supervising step C based on recognition of face of the present invention, and as the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, described step C comprises:
C1, according to vehicle image, people's face is positioned;
C2, the people's face coordinate successively each being navigated to judge, judge that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
The processing of comparing of C3, the recognition of face characteristic parameter to be measured obtaining after recognition of face is processed and the people's face information in blacklist database, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
As the further improvement of described a kind of road bayonet socket method for supervising based on recognition of face, facial image identifying processing in described step C2, it specifically comprises:
C21, from vehicle image, separation obtains facial image;
C22, facial image is carried out to pretreatment operation;
C23, facial image is carried out to edge live body detection, and facial image is converted to binary picture;
C24, according to binary picture, it is extracted to people's face skin skin texture, and then obtains recognition of face characteristic parameter to be measured.
Fig. 4 is the block diagram of a kind of road bayonet socket supervisory system based on recognition of face of the present invention, and a kind of road bayonet socket supervisory system based on recognition of face of the present invention, comprising:
Image capture module, for the vehicle of road bayonet socket is carried out to image acquisition, obtains vehicle image;
Car plate identification module, for according to the vehicle image obtaining, carries out car plate identifying processing and inquires about it;
Face recognition module, for according to the vehicle image obtaining, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
Memory module, is saved in packet for the data that processing is obtained, and is transferred to background server.
As the further improvement of described a kind of road bayonet socket supervisory system based on recognition of face, described car plate identification module comprises:
Car plate locating module, for according to the vehicle image obtaining, carries out rim detection to car plate, and then location obtains car plate position;
License board information extraction module, for according to car plate position, extracts and obtains license board information;
Car plate enquiry module, for according to the license board information obtaining, inquires about car plate situation, has violation of law if inquire, and sends alerting signal.
As the further improvement of described a kind of road bayonet socket supervisory system based on recognition of face, described face recognition module comprises:
People's face locating module, for positioning people's face according to vehicle image;
People's face judging treatmenting module, judges for the people's face coordinate successively each being navigated to, and judges that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
Face alignment module, for processing that people's face information of the recognition of face characteristic parameter to be measured obtaining after recognition of face processing and blacklist database is compared, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
During specific works of the present invention, mainly at road bayonet socket, web camera is installed, by video or the photo of web camera capture site, not only can capture car plate, can also and sit the candid photograph that front-seat personnel carry out people's face to the driver on automobile, before this car plate be identified, obtain license board information, and then car plate is inquired about, check whether be lose car or have other violations of law, if the violation of law of finding that there is is sent alerting signal; Otherwise, with regard to continuing front-seat people's face of capturing, identify, after recognition of face is processed, successively with blacklist database in people's face compare one by one, if find with one of them blacklist database in human face similarity degree higher, send alerting signal.Finally, all data are comprised to license board information and people's face information etc. deposit in packet, and be transferred to background server.
It can be seen from the above:
A kind of road bayonet socket method for supervising based on recognition of face of the present invention and system are by monitoring in real time collection image at road bayonet socket, then analyze and obtain license board information and facial image, and it is carried out to discriminance analysis and inquiry, if find it is illegal vehicle or suspect, send alerting signal, make to a suspect, to tackle in time, be conducive to public security officer's deploying to ensure effective monitoring and control of illegal activities to a suspect at once, use manpower and material resources sparingly, greatly promote work efficiency.
More than that better enforcement of the present invention is illustrated, but the invention is not limited to described embodiment, those of ordinary skill in the art also can make all equivalent variations or replacement under the prerequisite without prejudice to spirit of the present invention, and the distortion that these are equal to or replacement are all included in the application's claim limited range.
Claims (7)
1. the road bayonet socket method for supervising based on recognition of face, is characterized in that: comprise the following steps:
A, the vehicle of road bayonet socket is carried out to image acquisition, obtain vehicle image;
The vehicle image that B, basis obtain, carries out car plate identifying processing and inquires about it;
The vehicle image that C, basis obtain, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
D, the data that processing is obtained are saved in packet, and are transferred to background server.
2. a kind of road bayonet socket method for supervising based on recognition of face according to claim 1, is characterized in that: described step B comprises:
The vehicle image that B1, basis obtain, carries out rim detection to car plate, and then location obtains car plate position;
B2, according to car plate position, extract and to obtain license board information;
The license board information that B3, basis obtain,, there is violation of law in inquiry car plate situation, sends alerting signal if inquire.
3. a kind of road bayonet socket method for supervising based on recognition of face according to claim 1, is characterized in that: described step C comprises:
C1, according to vehicle image, people's face is positioned;
C2, the people's face coordinate successively each being navigated to judge, judge that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
The processing of comparing of C3, the recognition of face characteristic parameter to be measured obtaining after recognition of face is processed and the people's face information in blacklist database, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
4. a kind of road bayonet socket method for supervising based on recognition of face according to claim 3, is characterized in that: facial image identifying processing in described step C2, and it specifically comprises:
C21, from vehicle image, separation obtains facial image;
C22, facial image is carried out to pretreatment operation;
C23, facial image is carried out to edge live body detection, and facial image is converted to binary picture;
C24, according to binary picture, it is extracted to people's face skin skin texture, and then obtains recognition of face characteristic parameter to be measured.
5. the road bayonet socket supervisory system based on recognition of face, is characterized in that, comprising:
Image capture module, for the vehicle of road bayonet socket is carried out to image acquisition, obtains vehicle image;
Car plate identification module, for according to the vehicle image obtaining, carries out car plate identifying processing and inquires about it;
Face recognition module, for according to the vehicle image obtaining, carries out recognition of face processing to it, and then carries out the comparison of blacklist database and process;
Memory module, is saved in packet for the data that processing is obtained, and is transferred to background server.
6. a kind of road bayonet socket supervisory system based on recognition of face according to claim 5, is characterized in that: described car plate identification module comprises:
Car plate locating module, for according to the vehicle image obtaining, carries out rim detection to car plate, and then location obtains car plate position;
License board information extraction module, for according to car plate position, extracts and obtains license board information;
Car plate enquiry module, for according to the license board information obtaining, inquires about car plate situation, has violation of law if inquire, and sends alerting signal.
7. a kind of road bayonet socket supervisory system based on recognition of face according to claim 5, is characterized in that: described face recognition module comprises:
People's face locating module, for positioning people's face according to vehicle image;
People's face judging treatmenting module, judges for the people's face coordinate successively each being navigated to, and judges that whether it is positioned at 500 pixels of top, car plate position, if so, carries out facial image identifying processing; Otherwise, just the next man's face is judged;
Face alignment module, for processing that people's face information of the recognition of face characteristic parameter to be measured obtaining after recognition of face processing and blacklist database is compared, if exist each characteristic parameter of people's face information and the phase difference of recognition of face characteristic parameter to be measured all lower than predetermined threshold value in blacklist database, send alerting signal.
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