CN114358992A - Smart city information management method and application system - Google Patents
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- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
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Abstract
The invention discloses a smart city information management application system which comprises a cloud data management subsystem, wherein the cloud data management subsystem comprises a cloud data center and an access control model established in the cloud data center, and a community management subsystem in communication connection with the cloud data management subsystem through network signals, and the community management subsystem comprises a property background terminal, a face recognition device, an identity card recognition device, a community terminal monitoring access control device and a data encryption quick transmission device; according to the invention, through the community management subsystem and the resource scheduling subsystem, the information of each community in the community management subsystem can be integrated, each intelligent community system can be scheduled through the resource scheduling subsystem while each intelligent community system governs own community, and the access control model in the cloud data management subsystem can limit the authority of an access person, so that the safety of the whole system in the use process is ensured.
Description
Technical Field
The invention relates to the technical field of smart cities, in particular to a smart city information management method and an application system.
Background
The smart city is a city form under a new generation information technology support and knowledge society next generation innovation environment, is a city management and control and treatment method for managing and controlling the city through the Internet of things and cloud data, and along with the acceleration of the urbanization construction pace and the continuous increase of city population, the traditional community also shows more and more problems, and the construction of the smart city is gradually valued by people.
The existing smart city system has the following problems:
1, the community management comprises a plurality of contents, and the research and development of an integrated and intelligent community management system is a key problem to be solved;
2. the data center has slow response and poor data access security due to the fact that different intelligent communities have a lot of data.
3. The number of communities is large, information is redundant and miscellaneous, and the dispatching of public security departments in areas cannot be accurately received, so that the public security management and the security prevention and control are difficult to guarantee the security order in the community range.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides the smart city information management method and the smart city information management application system, which have the advantages of high safety, high response speed, capability of efficiently sorting out scheduling plans and fast matching with a public security department for safety prevention and control, and solves the problems that the existing smart city system is slow in response speed, low in safety and incapable of accurately matching with the public security department in the using process.
The invention discloses a smart city information management method, which comprises the following steps:
and S1, the property background terminal receives signals transmitted from the identity card recognition device, the face recognition device and the resource scheduling subsystem through Ethernet or Internet signals.
S1-1, the external person entering the community is shot by the shooting device, the shooting device sends the picture to the face recognition device, and the face recognition device recognizes the picture of the external person.
S1-2, the external person puts the ID card into the ID card recognition device, and the ID card recognition device recognizes the photo and characters on the ID card.
And S2, sending the identified picture information and the identified text information to a property background terminal through a network signal, and verifying the compared data by property personnel to judge whether to open the access control module.
And S3, sending the face images, videos and identity information shot by the outsiders to a cloud data center for storage by the property background terminal.
And S4, according to the social needs, the resource scheduling subsystem generates a scheduling plan through the integration processing of relevant data by an intelligent face recognition technology, an identity card acquisition and recognition technology, a big data storage technology and a network communication technology.
And S5, the property background terminal receives the scheduling plan, and the property operator calls out relevant data from the cloud data center to be matched with the scheduling plan for verification.
The invention discloses an application system of a smart city information management method, which comprises the following steps: the cloud data management subsystem comprises a cloud data center and an access control model established in the cloud data center, and a community management subsystem in communication connection with the cloud data management subsystem through network signals, wherein the community management subsystem comprises a property background terminal, a face recognition device, an identity card recognition device, a community terminal monitoring access control and data encryption quick transmission device, and a resource scheduling subsystem in communication connection with the cloud data management subsystem and the community management subsystem through network signals, and the resource scheduling subsystem comprises a network communication module and a resource management scheduling module in communication connection with the network communication module.
Furthermore, the cloud data center stores data of different data structures by respectively adopting a distributed database HBase and a distributed file system HDFS, the access control model formulates access rules based on entity attributes such as a main body, resources and an environment, the read-write access authority of each resource formulates corresponding access rules by adopting Python language, executes the access rules by adopting an eval function, and performs access control according to the access rules.
The access control model can encrypt various and large-volume data resources brought by a plurality of users in the system, including personal information, entrance guard records, face images, videos and partial information related to personal privacy, and the system determines which people can use which functions in which places and access which data according to the authority of an accessor, thereby ensuring the safety of the system.
Further, the network communication module comprises one or more of a 3G/4G/5G communication unit, a Bluetooth communication unit, an EVDO communication unit, a WCDMA communication unit, an LTE communication unit and a WiFi communication unit, the network communication module is in communication connection with the access control model through a network signal, and the resource management scheduling module is in communication connection with the property background terminal through the network communication module.
Through the resource scheduling module, the scheduling plan can be scientifically and reasonably generated according to actual needs through integration processing of relevant data of the face recognition device, the identity card recognition device and the cloud data management subsystem, and reasonable scheduling and application of resources are achieved. When a crime case occurs, the public security department can inform each community manager, and each community manager monitors or watches video monitoring in real time through a community management subsystem in a smart city, inquires personal entrance guard records and the like, and assists police to detect the case.
Furthermore, the face recognition device comprises a shooting device, an image processing module, a face detection module and a face matching module, the face detection module is in communication connection with the image processing module, the face detection module is in communication connection with the face matching module, an Opencv computer vision class library for the image processing module to denoise and perform histogram equalization processing on the image and a Dlib library for the face detection module to extract key points of the face in the image are arranged in the property background terminal, the identity card recognition device comprises an identity card image acquisition module, an identity card face information acquisition module and an identity card character information acquisition module, and an algorithm applied by the data encryption rapid device to transmit data is an AES encryption algorithm.
Through the image processing module, the face detection module and the face matching module, the shot images can be processed and compared, a comparison result with higher precision is provided, and the error condition is avoided.
Compared with the prior art, the invention has the following beneficial effects:
1. according to the intelligent community access control system, the community access control in the community management subsystem can be integrated through the community management subsystem and the resource scheduling subsystem, the whole intelligent city system is subdivided into different intelligent community systems, each intelligent community system can be managed through the resource scheduling subsystem while each intelligent community system manages the community, integration is achieved, meanwhile, the access control model in the cloud data management subsystem can limit the authority of an access person, and the safety of the whole system in the using process is guaranteed.
2. The invention can encrypt a variety of large-volume data resources brought by a plurality of users in the system, including personal information, entrance guard records, face images, videos and partial information related to personal privacy, and the system determines which people can use which functions in which places and access which data according to the authority of the visitors, thereby ensuring the safety of the system.
3. According to the invention, through the arranged resource scheduling module and the integration processing of the relevant data of the face recognition device, the identity card recognition device and the cloud data management subsystem, a scheduling plan can be scientifically and reasonably generated according to actual needs, and the reasonable scheduling application of resources is realized. When a crime case occurs, the public security department can inform each community manager, and each community manager monitors or watches video monitoring in real time through a community management subsystem in a smart city, inquires personal entrance guard records and the like, and assists police to detect the case.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
FIG. 1 is a schematic diagram of the framework of the system of the present invention;
fig. 2 is a schematic flow chart of an identity recognition device and a face recognition device.
Detailed Description
In the following description, for purposes of explanation, numerous implementation details are set forth in order to provide a thorough understanding of the various embodiments of the present invention. It should be understood, however, that these implementation details are not to be interpreted as limiting the invention. That is, in some embodiments of the invention, such implementation details are not necessary. In addition, some conventional structures and components are shown in simplified schematic form in the drawings.
In addition, the descriptions related to the first, the second, etc. in the present invention are only used for description purposes, do not particularly refer to an order or sequence, and do not limit the present invention, but only distinguish components or operations described in the same technical terms, and are not understood to indicate or imply relative importance or implicitly indicate the number of indicated technical features. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In addition, technical solutions between various embodiments may be combined with each other, but must be realized by a person skilled in the art, and when the technical solutions are contradictory or cannot be realized, such a combination should not be considered to exist, and is not within the protection scope of the present invention.
Example 1:
referring to fig. 1, a smart city information management application system includes:
the cloud data management subsystem comprises a cloud data center and an access control model established in the cloud data center.
The community management subsystem is in communication connection with the cloud data management subsystem through network signals and comprises a property background terminal, a face recognition device, an identity card recognition device, a community terminal monitoring access control device and a data encryption quick transmission device.
And the resource scheduling subsystem is in communication connection with the cloud data management subsystem and the community management subsystem through network signals and comprises a network communication module and a resource management scheduling module in communication connection with the network communication module.
Embodiment 1 is through community management subsystem and resource scheduling subsystem established for can integrate each community information in the management subsystem of community, be subdivided into the system of the wisdom community of a whole wisdom city system one by one difference, when every wisdom community system administrates the jurisdiction to oneself community, also can schedule every wisdom community system through the resource scheduling subsystem, the realization integrates, and simultaneously, the access control model among the high in the clouds data management subsystem also can restrict visitor's authority, guarantee the security of the whole in the use of system.
Example 2:
referring to fig. 1, the cloud data center stores data in different data structures by using a distributed database HBase and a distributed file system HDFS, the access control model formulates access rules based on entity attributes such as a main body, resources, and an environment, formulates corresponding access rules for read-write access permissions of each resource by using a Python language, executes the access rules by using an eval function, and performs access control according to the access rules.
Different from the embodiment 1, the access control model is set, so that a variety of large-volume data resources brought by a plurality of users in the system, including personal information, entrance guard records, face images, videos and partial information related to personal privacy, can be encrypted, and the system determines which people can use which functions in which places and access which data according to the authority of visitors, so that the safety of the system is ensured.
Example 3:
referring to fig. 1, the network communication module includes one or more of a 3G/4G/5G communication unit, a bluetooth communication unit, an EVDO communication unit, a WCDMA communication unit, an LTE communication unit, and a WiFi communication unit, the network communication module is in communication connection with the access control model through a network signal, and the resource management scheduling module is in communication connection with the property background terminal through the network communication module.
Different from the embodiment 2, the resource scheduling module is arranged, and the scheduling plan can be scientifically and reasonably generated according to actual needs through the integration processing of the relevant data of the face recognition device, the identity card recognition device and the cloud data management subsystem, so that the reasonable scheduling application of resources is realized. When a crime case occurs, the public security department can inform each community manager, and each community manager monitors or watches video monitoring in real time through a community management subsystem in a smart city, inquires personal entrance guard records and the like, and assists police to detect the case.
Example 4:
referring to fig. 1-2, the face recognition device includes a shooting device, an image processing module, a face detection module and a face matching module, the face detection module is in communication connection with the image processing module, the face detection module is in communication connection with the face matching module, an Opencv computer vision class library for the image processing module to perform denoising and histogram equalization processing on an image and a Dlib library for the face detection module to extract key points of a face in the image are arranged in the property background terminal, the identification card recognition device includes an identification card image acquisition module, an identification card face information acquisition module and an identification card character information acquisition module, and an algorithm applied by the data encryption rapid device to transmit data is an AES encryption algorithm.
Different from embodiment 3, through the image processing module, the face detection module and the face matching module, the image that is shot can be processed and compared, a higher-precision comparison result is provided, and the occurrence of errors is avoided.
A smart city information management method comprises the following steps:
and S1, the property background terminal receives signals transmitted from the identity card recognition device, the face recognition device and the resource scheduling subsystem through Ethernet or Internet signals.
S1-1, the external person entering the community is shot by the shooting device, the shooting device sends the picture to the face recognition device, and the face recognition device recognizes the picture of the external person.
S1-2, the external person puts the ID card into the ID card recognition device, and the ID card recognition device recognizes the photo and characters on the ID card.
And S2, sending the identified picture information and the identified text information to a property background terminal through a network signal, and verifying the compared data by property personnel to judge whether to open the access control module.
And S3, sending the face images, videos and identity information shot by the outsiders to a cloud data center for storage by the property background terminal.
And S4, according to the social needs, the resource scheduling subsystem generates a scheduling plan through the integration processing of relevant data by an intelligent face recognition technology, an identity card acquisition and recognition technology, a big data storage technology and a network communication technology.
And S5, the property background terminal receives the scheduling plan, and the property operator calls out relevant data from the cloud data center to be matched with the scheduling plan for verification.
The above description is only an embodiment of the present invention, and is not intended to limit the present invention. Various modifications and alterations to this invention will become apparent to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the scope of the claims of the present invention.
Claims (10)
1. A smart city information management method is characterized by comprising the following steps:
s1, the property background terminal receives signals transmitted from the identity card recognition device, the face recognition device and the resource scheduling subsystem through Ethernet or Internet signals;
s1-1, the external person entering the community is shot by the shooting device, the shooting device sends the picture to the face recognition device, and the face recognition device recognizes the face picture of the external person;
s1-2, putting the identity card into an identity card recognition device by an external person, and recognizing the picture and characters on the identity card by the identity card recognition device;
s2, sending the identified picture information and the identified text information to a property background terminal through a network signal, and verifying the compared data by property personnel to judge whether to open the access control module;
s3, sending the face images, videos and identity information shot by the outsiders to a cloud data center for storage by the property background terminal;
s4, according to social needs, the resource scheduling subsystem generates a scheduling plan through the intelligent face recognition technology, the identification card acquisition and recognition technology, the big data storage technology and the network communication technology and the integration processing of the related data;
and S5, the property background terminal receives the scheduling plan, and the property operator calls out relevant data from the cloud data center to be matched with the scheduling plan for verification.
2. The system of claim 1, wherein the smart city information management method comprises:
the cloud data management subsystem comprises a cloud data center and an access control model established in the cloud data center;
the community management subsystem is in communication connection with the cloud data management subsystem through network signals and comprises a property background terminal, a face recognition device, an identity card recognition device, a community terminal monitoring access control device and a data encryption quick transmission device;
and the resource scheduling subsystem is in communication connection with the cloud data management subsystem and the community management subsystem through network signals and comprises a network communication module and a resource management scheduling module in communication connection with the network communication module.
3. The smart city information management application system of claim 2, wherein: the cloud data center stores data of different data structures by respectively adopting a distributed database HBase and a distributed file system HDFS, the access control model formulates access rules based on entity attributes such as a main body, resources and an environment, the read-write access authority of each resource formulates corresponding access rules by adopting a Python language, executes the access rules by adopting an eval function, and performs access control according to the access rules.
4. The smart city information management application system of claim 2, wherein: the network communication module is in communication connection with the access control model through a network signal, and the resource management scheduling module is in communication connection with the property background terminal through the network communication module.
5. The smart city information management application system of claim 2, wherein: the face recognition device comprises a shooting device, an image processing module, a face detection module and a face matching module, wherein the face detection module is in communication connection with the image processing module, and the face detection module is in communication connection with the face matching module.
6. The smart city information management application system of claim 2, wherein: and the property background terminal is provided with an Opencv computer vision class library for the image processing module to perform denoising and histogram equalization processing on the image and a Dlib library for the face detection module to extract key points of the face in the image.
7. The smart city information management application system of claim 2, wherein: the identification card recognition device comprises an identification card image acquisition module, an identification card face information acquisition module and an identification card character information acquisition module.
8. The smart city information management application system of claim 2, wherein: the algorithm applied by the data encryption quick device for transmitting data is an AES encryption algorithm.
9. The smart city information management application system of claim 2, wherein: the community access control system comprises an access control module and an access control acquisition system which is in communication connection with the access control module through an external network, and the access control module is in communication connection with the property background terminal through a network signal.
10. The smart city information management application system of claim 2, wherein: the network communication module includes one or more of a 3G/4G/5G communication unit, a Bluetooth communication unit, an EVDO communication unit, a WCDMA communication unit, an LTE communication unit, and a WiFi communication unit.
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