CN111131766A - Data processing method, system, equipment and medium based on intelligent gateway - Google Patents
Data processing method, system, equipment and medium based on intelligent gateway Download PDFInfo
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- CN111131766A CN111131766A CN201911118986.1A CN201911118986A CN111131766A CN 111131766 A CN111131766 A CN 111131766A CN 201911118986 A CN201911118986 A CN 201911118986A CN 111131766 A CN111131766 A CN 111131766A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
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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
- G06V40/168—Feature extraction; Face representation
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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
- G06V40/172—Classification, e.g. identification
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
Abstract
The invention provides a data processing method, a system, equipment and a medium based on an intelligent gateway, wherein the method comprises the following steps: presetting a plurality of intelligent gateways of different levels; the intelligent gateway of at least one level is connected with the central management equipment to obtain corresponding monitoring target sample characteristics in the central management equipment; acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices; processing the monitoring image information to obtain an image processing result; transmitting the image processing result to an intelligent gateway of an upper level; therefore, the central management equipment with the characteristics of the monitoring target sample is directly connected with the intelligent gateway for processing the service at the lowest level, so that the data transmission load of the intelligent gateways at all levels is reduced; the basic level personnel using the intelligent gateway at the lowest level do not need to frequently coordinate data in the actual processing process, and data sharing and timely case handling are realized.
Description
Technical Field
The invention relates to the technical field of security protection, in particular to a data processing method, a data processing system, data processing equipment and a data processing medium based on an intelligent gateway.
Background
The public security business focuses on the construction of a social public security prevention and control system scene, is positioned in the management of information data about people in the public security business, and particularly controls key people. However, the population base in the country is large, the data management period of each province is long, the data aggregation and updating are not timely, the management of key people across provinces and cities is difficult, the management pressure of inspection stations and one-site three-station related to external population is large, the hidden danger of large-scale group events is great, and the problems that the data channel is required to be solved by establishing data uplink and issuing through special equipment and the coordination of basic-level public security case handling data is difficult are urgently needed.
Disclosure of Invention
In view of the above-mentioned shortcomings of the prior art, the present invention provides a data processing method, system, device and medium based on an intelligent gateway, which is used to solve the problem of difficult data coordination of basic level public security.
In order to achieve the above and other related objects, the present invention provides a data processing method based on an intelligent gateway, including:
presetting a plurality of intelligent gateways of different levels;
the intelligent gateway of at least one level is connected with central management equipment to obtain corresponding monitoring target sample characteristics in the central management equipment;
acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices;
processing the monitoring image information to obtain an image processing result;
and transmitting the image processing result to the intelligent gateway at the upper level.
Optionally, the intelligent gateway connected to one or more image acquisition devices is further connected to the central management device, and acquires corresponding characteristics of the monitored target sample from the central management device.
Optionally, the intelligent gateway connected to one or more image acquisition devices acquires, from the central management device, a monitored target sample feature corresponding to an area where the intelligent gateway is located, or a target monitoring scene associated with the monitored target sample feature.
Optionally, when there are multiple central management devices, cluster distributed deployment is adopted.
Optionally, the method includes extracting, by an intelligent gateway connected to one or more image acquisition devices, the monitored object features of the monitored image information and comparing the similarity with the monitored target sample features, and transmitting the comparison result with the similarity parameter greater than a threshold and/or the monitored image information to the intelligent gateway of the upper level.
Optionally, if the similarity between the monitored object feature and the monitored target sample feature is greater than a preset condition, the intelligent gateway connected to the one or more image acquisition devices transmits the monitored object feature to the central management device, and the central management device updates the monitored target sample feature according to the received monitored object feature.
Optionally, the central management device is configured to interface with one or more third-party monitoring management systems, acquire a monitored object sample feature corresponding to the monitored object from the one or more third-party monitoring management systems, and store or update a monitored object sample feature stored in the central management device.
Optionally, the target monitoring scene includes an inspection station, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus insurance and a hospital insurance.
Optionally, the monitoring target sample characteristics include at least one of: monitoring the characteristics of the target human face sample and the characteristics of the target human body sample.
Optionally, the image acquiring apparatus includes: camera, face identification box, snapshot machine.
The invention also provides a data processing system based on the intelligent gateway, which comprises:
the multi-level intelligent gateway is used for transmitting the characteristics of the monitoring target sample step by step;
the intelligent gateway of at least one level is connected with the central management equipment and is used for obtaining corresponding monitoring target sample characteristics in the central management equipment;
the intelligent gateway is connected with one or more image acquisition devices and is used for acquiring monitoring image information; processing the monitoring image information to obtain an image processing result; and transmitting the image processing result to the intelligent gateway of the upper level.
Optionally, the intelligent gateway connected to one or more image acquisition devices is further connected to the central management device, and acquires corresponding characteristics of the monitored target sample from the central management device.
Optionally, the intelligent gateway connected to one or more image acquisition devices acquires, from the central management device, a monitored target sample feature corresponding to an area where the intelligent gateway is located, or a target monitoring scene associated with the monitored target sample feature.
Optionally, when there are multiple central management devices, cluster distributed deployment is adopted.
Optionally, the method includes extracting, by an intelligent gateway connected to one or more image acquisition devices, the monitored object features of the monitored image information and comparing the similarity with the monitored target sample features, and transmitting the comparison result with the similarity parameter greater than a threshold and/or the monitored image information to the intelligent gateway of the upper level.
Optionally, if the similarity between the monitored object feature and the monitored target sample feature is greater than a preset condition, the intelligent gateway connected to the one or more image acquisition devices transmits the monitored object feature to the central management device, and the central management device updates the monitored target sample feature according to the received monitored object feature.
Optionally, the central management device is configured to interface with one or more third-party monitoring management systems, acquire a monitored object sample feature corresponding to the monitored object from the one or more third-party monitoring management systems, and store or update a monitored object sample feature stored in the central management device.
Optionally, the target monitoring scene includes an inspection station, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus insurance and a hospital insurance.
The present invention provides an apparatus comprising:
one or more processors; and
one or more machine-readable media having instructions stored thereon that, when executed by the one or more processors, cause the apparatus to perform one or more of the methods described above.
The present invention also provides one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform one or more of the methods described above.
As described above, the present invention provides a data processing method, system, device and medium based on an intelligent gateway, where the method includes: presetting a plurality of intelligent gateways of different levels; the intelligent gateway of at least one level is connected with central management equipment to obtain corresponding monitoring target sample characteristics in the central management equipment; acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices; processing the monitoring image information to obtain an image processing result; transmitting the image processing result to the intelligent gateway of the upper level; (ii) a Therefore, the central management equipment with the monitoring target sample characteristics is directly connected with the intelligent gateway for processing the service at the lowest level, the monitoring target sample characteristics do not need to be transferred step by step, and the data transmission load of the intelligent gateways at all levels is reduced; moreover, basic level personnel using the intelligent gateway at the lowest level do not need to frequently coordinate data in the actual processing process, the problem that the approval process of a coordination mechanism is complicated is avoided, data sharing and timely case handling are realized, and the efficiency of handling cases by basic level policemen or basic level users is improved; and the intelligent gateway at the lowest level transmits the image processing result to the intelligent gateway at one level, so that the real-time and high-efficiency monitoring at different levels is realized.
Drawings
Fig. 1 is a flowchart of a data processing method based on an intelligent gateway according to an embodiment of the present invention.
Fig. 2 is a structural connection diagram of a data processing system based on an intelligent gateway according to an embodiment of the present invention.
Fig. 3 is a structural connection diagram of a data processing system based on an intelligent gateway according to another embodiment of the present invention.
Fig. 4 is a schematic diagram of a hardware structure of a terminal device according to an embodiment.
Fig. 5 is a schematic diagram of a hardware structure of a terminal device according to another embodiment.
Description of the element reference numerals
The system comprises a central management device 10, an intelligent gateway-based data processing system 20, an intelligent gateway 21 at the highest level, an intelligent gateway 22 at an intermediate level, an intelligent gateway 23 at the lowest level, an image acquisition device 30 and a third-party monitoring management system 40;
Detailed Description
The embodiments of the present invention are described below with reference to specific embodiments, and other advantages and effects of the present invention will be easily understood by those skilled in the art from the disclosure of the present specification. The invention is capable of other and different embodiments and of being practiced or of being carried out in various ways, and its several details are capable of modification in various respects, all without departing from the spirit and scope of the present invention. It is to be noted that the features in the following embodiments and examples may be combined with each other without conflict.
It should be noted that the drawings provided in the following embodiments with reference to fig. 1-5 are only schematic representations of the basic idea of the present invention, and the components related to the present invention are not drawn according to the number, shape and size of the components in actual implementation, and the type, number and ratio of the components in actual implementation may be changed arbitrarily, and the layout of the components may be more complicated.
Referring to fig. 1-3, to achieve the above and other related objects, the present invention provides a data processing method based on an intelligent gateway, including:
s10: presetting a plurality of intelligent gateways of different levels;
s20: the intelligent gateways of at least one hierarchy level are connected with a central management device 10 to obtain corresponding monitoring target sample characteristics in the central management device 10;
s30: acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices 30;
s40: processing the monitoring image information to obtain an image processing result;
s50: and transmitting the image processing result to the intelligent gateway at the upper level.
As can be understood, the intelligent gateway connected to one or more image acquisition devices 30, that is, the intelligent gateway 23 at the lowest level, acquires the monitoring image information from the image acquisition device 30, and directly acquires the characteristics of the monitoring target sample from the central management device 10, and processes the monitoring image information, such as performing similarity calculation and performing threshold judgment on the result of the similarity calculation, to obtain an image processing result; and transmitting the image processing result to the intelligent gateway and the central management device 10 at the upper level. The central management device 10 may include a storage unit for storing the monitoring target sample characteristics, so that the central management device 10 may continuously update the content of the monitoring target sample characteristics, and the results obtained by the intelligent gateway 23 in the lowest hierarchy and the intelligent gateways in other hierarchies are more time-efficient and accurate.
In some embodiments, the intelligent gateway connected to one or more image acquisition devices 30 is further connected to the central management device 10, and acquires corresponding monitoring target sample characteristics from the central management device 10.
In some embodiments, the smart gateway connected to one or more image acquisition devices 30 acquires from the central management device 10 monitoring target sample characteristics corresponding to the area in which the smart gateway is located, or the associated target monitoring scenario.
It is understood that the intelligent gateways in multiple levels are, for example, three levels: the system comprises a highest-level intelligent gateway 21, a middle-level intelligent gateway 22 and a lowest-level intelligent gateway 23, wherein the lowest-level intelligent gateway 23 is connected with one or more image acquisition devices 30 and a central management device 10, and the characteristics of monitoring target samples transmitted to the lowest-level intelligent gateway 23 by the central management device 10 correspond to an area (for example, Beijing city) where the lowest-level intelligent gateway 23 is located; or to the target monitoring scenario (e.g., hospital) associated with the lowest level of intelligent gateways 23.
It is understood that for Beijing City: the monitoring feature information transmitted by the central management device 10 to the lowest-level intelligent gateway 23 is a "severe psychosis personnel monitoring feature library", a "campus violence terrorist personnel monitoring feature library", a "terrorist personnel, general criminals, and an" visiting personnel monitoring feature library "in beijing;
as can be appreciated, for a hospital scenario: the monitoring feature information transmitted by the central management apparatus 10 to the intelligent gateway 23 at the lowermost hierarchy is "severe mental patient monitoring feature library" corresponding to the hospital scene feature.
In some embodiments, when there are multiple central management apparatuses 10, a cluster distributed deployment is adopted. In this way, the pressure for only one central management apparatus 10 to perform data transmission is dispersed.
In some embodiments, the intelligent gateway connected to one or more image capturing devices 30 extracts the monitored object features of the monitored image information and compares the features with the monitored target sample features in similarity, and transmits the comparison result with the similarity parameter greater than the threshold and/or the monitored image information to the intelligent gateway in the upper level.
It can be understood that the intelligent gateway connected to the image acquisition device 30 may be the lowest-level intelligent gateway 23, and the lowest-level intelligent gateway 23 may be the intelligent gateway 23 that acquires the monitoring image information acquired by the image acquisition device 30 and performs feature extraction on the monitoring image information to obtain the feature of the monitored object, for example, performing feature extraction on the monitoring image information according to a preset human face feature template to obtain human face feature data, or performing feature extraction on the monitoring image information according to a preset human body key point feature template to obtain human body key point feature data. Namely, the monitored object characteristics include at least one of the following: face feature data and human body key point feature data. The intelligent gateway 23 at the lowest level further compares the monitored target sample feature with the monitored object feature, specifically includes calculating similarity of the monitored target sample feature and the monitored object feature to obtain a similarity parameter, and determining the similarity parameter according to a threshold, where the threshold may be a specific numerical value, such as 85%, and when the similarity parameter is greater than the threshold, performing information annotation on the monitored image information corresponding to the monitored object feature to obtain an image processing result, such as the image processing result, may include: the characteristics of the monitored object, the monitored image information corresponding to the monitored object information, and the information labeled to the monitored image information, such as "severe psychosis personnel", "campus terrorist personnel", "terrorist personnel, general criminals, and visiting personnel monitoring", are not limited herein.
In some embodiments, if the similarity between the monitored object feature and the monitored target sample feature is greater than a preset condition, the intelligent gateway connected to the one or more image acquisition devices 30 transmits the monitored object feature to the central management device 10, and the central management device 10 updates the monitored target sample feature according to the received monitored object feature.
In some embodiments, the central management device 10 interfaces with one or more third-party monitoring management systems 40, acquires a monitoring object sample feature corresponding to a monitoring object from the one or more third-party monitoring management systems 40, and stores or updates the monitoring object sample feature stored in itself.
In some embodiments, the target monitoring scenario includes a checkpoint, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus security, and a hospital security.
In certain embodiments, the monitoring target sample characteristics include at least one of: monitoring the characteristics of the target human face sample and the characteristics of the target human body sample.
It is to be understood that the monitored target human face sample features may be target human face feature data, the monitored target human body sample features may be target human body key point feature data, each feature data is associated with a set of information, such as the a target human face feature data is associated with the a target human body key point feature data, the identity information of a, and identification information, to obtain a set of information, the identification information may include information such as "severe psychosis person", "campus terrorist person", "terrorist person, general criminal, and visit staff supervision", and the identity information of a may include at least one of the following: the age, sex, nationality, height, identification number, and information of the frequent residence of the person A are not limited herein.
In some embodiments, the image acquisition device 30 comprises: camera, face identification box, snapshot machine.
Referring to fig. 2-3, the present invention further provides a data processing system 20 based on an intelligent gateway, comprising:
the multi-level intelligent gateway is used for transmitting the characteristics of the monitoring target sample step by step;
the intelligent gateways of at least one hierarchy connected with the central management equipment 10 are used for obtaining corresponding monitoring target sample characteristics in the central management equipment 10;
the intelligent gateway is connected with one or more image acquisition devices 30 and is used for acquiring monitoring image information; processing the monitoring image information to obtain an image processing result; and transmitting the image processing result to the intelligent gateway of the upper level.
In some embodiments, the intelligent gateway connected to one or more image acquisition devices 30 is further connected to the central management device 10, and acquires corresponding monitoring target sample characteristics from the central management device 10.
In some embodiments, the smart gateway connected to one or more image acquisition devices 30 acquires from the central management device 10 monitoring target sample characteristics corresponding to the area in which the smart gateway is located, or the associated target monitoring scenario.
In some embodiments, when there are multiple central management apparatuses 10, a cluster distributed deployment is adopted.
In some embodiments, the intelligent gateway connected to one or more image capturing devices 30 extracts the monitored object features of the monitored image information and compares the features with the monitored target sample features in similarity, and transmits the comparison result with the similarity parameter greater than the threshold and/or the monitored image information to the intelligent gateway in the upper level.
In some embodiments, if the similarity between the monitored object feature and the monitored target sample feature is greater than a preset condition, the intelligent gateway connected to the one or more image acquisition devices 30 transmits the monitored object feature to the central management device 10, and the central management device 10 updates the monitored target sample feature according to the received monitored object feature.
In some embodiments, the central management device 10 interfaces with one or more third-party monitoring management systems 40, acquires a monitoring object sample feature corresponding to a monitoring object from the one or more third-party monitoring management systems 40, and stores or updates the monitoring object sample feature stored in itself. Therefore, multidimensional data updating of the central management equipment 10 can be realized, and the data is more complete and comprehensive, so that the processing result of the intelligent gateway 23 at the lowest level is more accurate.
In some embodiments, the target monitoring scenario includes a checkpoint, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus security, and a hospital security.
For the embodiment and the advantageous effects of the data processing system 20 based on the intelligent gateway of the present invention, reference is made to the relevant contents of the data processing method based on the intelligent gateway of the present invention, and details are not repeated herein.
The present invention provides an apparatus comprising:
one or more processors; and
one or more machine-readable media having instructions stored thereon that, when executed by the one or more processors, cause the apparatus to perform one or more of the methods described above.
The present invention also provides one or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform one or more of the methods described above.
As described above, the present invention provides a data processing method, system, device and medium based on an intelligent gateway, where the method includes: presetting a plurality of intelligent gateways of different levels; the intelligent gateways of at least one hierarchy level are connected with a central management device 10 to obtain corresponding monitoring target sample characteristics in the central management device 10; acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices 30; processing the monitoring image information to obtain an image processing result; transmitting the image processing result to the intelligent gateway of the upper level; (ii) a Thus, the central management device 10 storing the monitoring target sample characteristics is directly connected with the intelligent gateway processing the service at the lowest level, so that the monitoring target sample characteristics do not need to be transferred step by step, and the data transmission load of the intelligent gateways at all levels is reduced; moreover, basic level personnel using the intelligent gateway 23 at the lowest level do not need to frequently coordinate data in the actual processing process, so that the problem of complex approval process of a coordination mechanism is avoided, data sharing and timely case handling are realized, and the efficiency of handling affairs by basic level policemen or basic level users is improved; the intelligent gateway 23 at the lowest level transmits the image processing result to the intelligent gateway at one level, so that real-time and efficient monitoring at different levels is realized.
An embodiment of the present application further provides an apparatus, which may include: one or more processors; and one or more machine readable media having instructions stored thereon that, when executed by the one or more processors, cause the apparatus to perform the method of fig. 1. In practical applications, the device may be used as a terminal device, and may also be used as a server, where examples of the terminal device may include: the mobile terminal includes a smart phone, a tablet computer, an electronic book reader, an MP3 (Moving Picture Experts Group Audio Layer III) player, an MP4 (Moving Picture Experts Group Audio Layer IV) player, a laptop, a vehicle-mounted computer, a desktop computer, a set-top box, an intelligent television, a wearable device, and the like.
The present application further provides a non-transitory readable storage medium, where one or more modules (programs) are stored in the storage medium, and when the one or more modules are applied to a device, the device may be caused to execute instructions (instructions) of steps included in the method in fig. 1 according to the present application.
Fig. 4 is a schematic diagram of a hardware structure of a terminal device according to an embodiment of the present application. As shown, the terminal device may include: an input device 1100, a first processor 1101, an output device 1102, a first memory 1103, and at least one communication bus 1104. The communication bus 1104 is used to implement communication connections between the elements. The first memory 1103 may include a high-speed RAM memory, and may also include a non-volatile storage NVM, such as at least one disk memory, and the first memory 1103 may store various programs for performing various processing functions and implementing the method steps of the present embodiment.
In some embodiments, the first processor 1101 may be, for example, a Central Processing Unit (CPU), an Application Specific Integrated Circuit (ASIC), a Digital Signal Processor (DSP), a Digital Signal Processing Device (DSPD), a Programmable Logic Device (PLD), a Field Programmable Gate Array (FPGA), a controller, a microcontroller, a microprocessor, or other electronic components, and the first processor 1101 is coupled to the input device 1100 and the output device 1102 through a wired or wireless connection.
In some embodiments, the input device 1100 may include a variety of input devices, such as at least one of a user-oriented user interface, a device-oriented device interface, a software-programmable interface, a camera, and a sensor. In some embodiments, the device-oriented device interface may be a wired interface for data transmission between devices, or may be a hardware plug-in interface (e.g., USB interface, serial port, etc.) for data transmission between devices; in some embodiments, the user-oriented user interface may be, for example, user-oriented control keys, a voice input device for receiving voice input, and a touch-sensitive device (e.g., a touch screen with touch-sensitive functionality, a touch pad, etc.) for receiving user touch input; in some embodiments, the programmable interface of the software may be, for example, an entry for a user to edit or modify a program, such as an input pin interface or an input interface of a chip; the output devices 1102 may include output devices such as a display, audio, and the like.
In this embodiment, the processor of the terminal device includes a function for executing each module of the speech recognition apparatus in each device, and specific functions and technical effects may refer to the above embodiments, which are not described herein again.
Fig. 5 is a schematic hardware structure diagram of a terminal device according to an embodiment of the present application. Fig. 5 is a specific embodiment of the implementation process of fig. 4. As shown, the terminal device of the present embodiment may include a second processor 1201 and a second memory 1202.
The second processor 1201 executes the computer program code stored in the second memory 1202 to implement the method described in fig. 1 in the above embodiment.
The second memory 1202 is configured to store various types of data to support operations at the terminal device. Examples of such data include instructions for any application or method operating on the terminal device, such as messages, pictures, videos, and so forth. The second memory 1202 may include a Random Access Memory (RAM) and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory.
Optionally, a second processor 1201 is provided in the processing assembly 1200. The terminal device may further include: communication component 1203, power component 1204, multimedia component 1205, speech component 1206, input/output interfaces 1207, and/or sensor component 1208. The specific components included in the terminal device are set according to actual requirements, which is not limited in this embodiment.
The processing component 1200 generally controls the overall operation of the terminal device. The processing assembly 1200 may include one or more second processors 1201 to execute instructions to perform all or part of the steps of the data processing method described above. Further, the processing component 1200 can include one or more modules that facilitate interaction between the processing component 1200 and other components. For example, the processing component 1200 can include a multimedia module to facilitate interaction between the multimedia component 1205 and the processing component 1200.
The power supply component 1204 provides power to the various components of the terminal device. The power components 1204 may include a power management system, one or more power sources, and other components associated with generating, managing, and distributing power for the terminal device.
The multimedia components 1205 include a display screen that provides an output interface between the terminal device and the user. In some embodiments, the display screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the display screen includes a touch panel, the display screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation.
The voice component 1206 is configured to output and/or input voice signals. For example, the voice component 1206 includes a Microphone (MIC) configured to receive external voice signals when the terminal device is in an operational mode, such as a voice recognition mode. The received speech signal may further be stored in the second memory 1202 or transmitted via the communication component 1203. In some embodiments, the speech component 1206 further comprises a speaker for outputting speech signals.
The input/output interface 1207 provides an interface between the processing component 1200 and peripheral interface modules, which may be click wheels, buttons, etc. These buttons may include, but are not limited to: a volume button, a start button, and a lock button.
The sensor component 1208 includes one or more sensors for providing various aspects of status assessment for the terminal device. For example, the sensor component 1208 may detect an open/closed state of the terminal device, relative positioning of the components, presence or absence of user contact with the terminal device. The sensor assembly 1208 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact, including detecting the distance between the user and the terminal device. In some embodiments, the sensor assembly 1208 may also include a camera or the like.
The communication component 1203 is configured to facilitate communications between the terminal device and other devices in a wired or wireless manner. The terminal device may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In one embodiment, the terminal device may include a SIM card slot therein for inserting a SIM card therein, so that the terminal device may log onto a GPRS network to establish communication with the server via the internet.
As can be seen from the above, the communication component 1203, the voice component 1206, the input/output interface 1207 and the sensor component 1208 involved in the embodiment of fig. 5 can be implemented as the input device in the embodiment of fig. 4.
The foregoing embodiments are merely illustrative of the principles and utilities of the present invention and are not intended to limit the invention. Any person skilled in the art can modify or change the above-mentioned embodiments without departing from the spirit and scope of the present invention. Accordingly, it is intended that all equivalent modifications or changes which can be made by those skilled in the art without departing from the spirit and technical spirit of the present invention be covered by the claims of the present invention.
Claims (20)
1. A data processing method based on an intelligent gateway is characterized by comprising the following steps:
presetting a plurality of intelligent gateways of different levels;
the intelligent gateway of at least one level is connected with central management equipment to obtain corresponding monitoring target sample characteristics in the central management equipment;
acquiring monitoring image information through an intelligent gateway connected with one or more image acquisition devices;
processing the monitoring image information to obtain an image processing result;
and transmitting the image processing result to the intelligent gateway at the upper level.
2. The intelligent gateway-based data processing method of claim 1, wherein the intelligent gateway connected with one or more image acquisition devices is further connected with the central management device and acquires corresponding monitoring target sample characteristics from the central management device.
3. The intelligent gateway-based data processing method according to claim 1, wherein an intelligent gateway connected to one or more image acquisition devices acquires, from the central management device, monitoring target sample characteristics corresponding to an area where the intelligent gateway is located or an associated target monitoring scene.
4. The intelligent gateway-based data processing method according to claim 1, wherein when the number of the central management devices is multiple, cluster distributed deployment is adopted.
5. The intelligent gateway-based data processing method of claim 1, wherein the intelligent gateway connected to one or more image acquisition devices extracts the monitored object features of the monitored image information and compares the features with the monitored target sample features in similarity, and the comparison result with similarity parameter greater than threshold and/or the monitored image information is transmitted to the intelligent gateway at the upper level.
6. The intelligent gateway-based data processing method according to claim 5, wherein if the similarity between the monitored object features and the monitored target sample features is greater than a preset condition, the intelligent gateway connected to one or more image acquisition devices transmits the monitored object features to the central management device, and the central management device updates the monitored target sample features according to the received monitored object features.
7. The intelligent gateway-based data processing method according to claim 1, wherein the central management device interfaces with one or more third-party monitoring management systems, acquires monitoring object sample characteristics corresponding to the monitoring object from the one or more third-party monitoring management systems, and stores or updates monitoring object sample characteristics stored in the central management device.
8. The intelligent gateway-based data processing method according to claim 3, wherein the target monitoring scenario comprises a checkpoint, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus security and a hospital security.
9. The intelligent gateway-based data processing method of claim 1, wherein the monitored target sample characteristics comprise at least one of: monitoring the characteristics of the target human face sample and the characteristics of the target human body sample.
10. The intelligent gateway-based data processing method of claim 1, wherein the image acquisition device comprises: camera, face identification box, snapshot machine.
11. A data processing system based on an intelligent gateway, comprising:
the multi-level intelligent gateway is used for transmitting the characteristics of the monitoring target sample step by step;
the intelligent gateway of at least one level is connected with the central management equipment and is used for obtaining corresponding monitoring target sample characteristics in the central management equipment;
the intelligent gateway is connected with one or more image acquisition devices and is used for acquiring monitoring image information; processing the monitoring image information to obtain an image processing result; and transmitting the image processing result to the intelligent gateway of the upper level.
12. An intelligent gateway-based data processing system as claimed in claim 11, wherein the intelligent gateway, which is connected to one or more image acquisition devices, is further connected to the central management device and acquires the corresponding monitored target sample characteristics from the central management device.
13. The intelligent gateway-based data processing system of claim 11, wherein an intelligent gateway connected to one or more image acquisition devices acquires from the central management device monitoring target sample characteristics corresponding to an area where the intelligent gateway is located or an associated target monitoring scenario.
14. The intelligent gateway-based data processing system of claim 11,
when the number of the central management equipment is multiple, cluster distributed deployment is adopted.
15. The intelligent gateway-based data processing system of claim 11,
and extracting the monitored object characteristics of the monitored image information and comparing the similarity with the characteristics of the monitored target sample through an intelligent gateway connected with one or more image acquisition devices, and transmitting the comparison result of which the similarity parameter is greater than a threshold value and/or the monitored image information to the intelligent gateway of the upper level.
16. The intelligent gateway-based data processing system of claim 15, wherein if the similarity between the monitored object features and the monitored target sample features is greater than a preset condition, the intelligent gateway connected to one or more image acquisition devices transmits the monitored object features to the central management device, and the central management device updates the monitored target sample features according to the received monitored object features.
17. The intelligent gateway-based data processing system of claim 11, wherein the central management device interfaces with one or more third-party monitoring management systems, obtains monitoring object sample characteristics corresponding to the monitoring object from the one or more third-party monitoring management systems, and stores or updates monitoring object sample characteristics stored in the central management device.
18. The intelligent gateway-based data processing system of claim 13, wherein the target monitoring scenario comprises a checkpoint, an airport, a high-speed rail station, a passenger station, a subway, a community, a campus security, and a hospital security.
19. An apparatus, comprising:
one or more processors; and
one or more machine-readable media having instructions stored thereon that, when executed by the one or more processors, cause the apparatus to perform the method recited by one or more of claims 1-10.
20. One or more machine-readable media having instructions stored thereon, which when executed by one or more processors, cause an apparatus to perform the method recited by one or more of claims 1-10.
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