CN207966119U - The identifying system of equipment user's destruction in a kind of shop - Google Patents
The identifying system of equipment user's destruction in a kind of shop Download PDFInfo
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- CN207966119U CN207966119U CN201721925510.5U CN201721925510U CN207966119U CN 207966119 U CN207966119 U CN 207966119U CN 201721925510 U CN201721925510 U CN 201721925510U CN 207966119 U CN207966119 U CN 207966119U
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Abstract
The utility model discloses a kind of identifying systems of equipment user's destruction in shop, are related to intelligent recognition field.The system comprises Vibratory transducer, wide-angle camera, server and alarms, the behavioural analysis of user in equipment is subject in the utility model combination shop magnitude of vibrations and shop, and then identify and judge whether user in shop makes destruction, when identifying and judgeing out destruction, alarm signal automatic alarm and can be transmitted to management system by alarm, compared with traditional method for carrying out video Activity recognition or special messenger's field surveillance by special messenger, it is time saving and energy saving, cost of labor is not only reduced, and is not easy to omit suspicious information.
Description
Technical field
The utility model is related to intelligent recognition fields, more particularly to a kind of identification system of equipment user's destruction in shop
System.
Background technology
With the development of society, the mode sold goods also constantly is changing, self-service shop is 21 century emerging one kind
Marketing method is a main trend of the following goods wholesale retail environments.In recent years, self-service shop was gradually more and more
Consumer is of interest, and wechat and the universal of Alipay also provide powerful support to the development of self-service shop, people's
Daily life is also constantly information-based and intelligent.
Current shop of selling goods, for user in shop destruction mainly by special messenger carry out video Activity recognition or
Special messenger's field surveillance, labor intensive and time improve cost of labor, and are easy to omit suspicious information.Therefore, intelligent monitoring
The destruction of user is even more important in identification shop.
Utility model content
In view of the deficiencies of the prior art, the utility model provides a kind of identifying system of equipment user's destruction in shop,
Can be time saving and energy saving, cost of labor is not only reduced, and be not easy to omit suspicious information.
The utility model use a technical solution be：A kind of identification system of equipment user's destruction in shop is provided
System, including：Vibratory transducer, the magnitude of vibrations being subject to for perceiving equipment in shop；Wide-angle camera, for capturing user's
Behavior；Server, for receiving the magnitude of vibrations and the wide-angle imaging that equipment is subject in Vibratory transducer perception shop
The behavior for the user that head captures, and the row for the magnitude of vibrations and the user captured being subject to according to equipment in the shop
To analyze and judging whether the behavior of the user is destruction to equipment in shop；Alarm is made brokenly for working as user
Automatically alarm is sent out when bad behavior, and is transferred to management system by information is destroyed.
Further, the server includes：Information receiving unit, for receiving in Vibratory transducer perception shop
The behavior for the user that the magnitude of vibrations and the wide-angle camera that equipment is subject to capture；Information process unit, for according to institute
The behavior for stating magnitude of vibrations and the user captured that equipment in shop is subject to, analyze and judge the user behavior whether
For the destruction to equipment in shop；Alarm signal generation unit, for judging the user's when described information processing unit
Behavior is to when the destruction of equipment, generating alarm signal and output alarm signal in shop.
Further, the Vibratory transducer includes：Data acquisition device is installed in the shop in equipment, is used for
The vibration parameters of equipment in acquisition shop；Data transmission device, the vibration ginseng for receiving the data acquisition device acquisition
Number, and the vibration parameters are transmitted to described information receiving unit.
Specifically, equipment includes shelf, electronic interactive screen and electric counter, the Vibratory transducer installation in the shop
In the middle part of the shelf and one laterally is filled every 1.5 meter amperes, and is installed on the electronic interactive screen and electric counter
Both sides.
Further, the wide-angle camera includes：Image collecting device, the image information of user in acquisition shop；Image
Transmitting device, the image information for receiving user in the shop that described image harvester acquires, and described image information is passed
Transport to described information receiving unit.
Further, on the position for four close top surfaces of facing the wall and meditating that the wide-angle camera is installed in shop, four faces
Wall fills a wide-angle camera every 2.5 meter amperes in the horizontal direction respectively, and the wide-angle camera installed is liftoff is not less than
2.5 rice.
Further, described information receiving unit includes：Data sink is passed for receiving the data transmission device
Defeated vibration parameters；Image received device, the image information for receiving the transmission of described image transmitting device.
Specifically, described information processing unit includes：Data processing equipment is used for the vibration parameters and systemic presupposition
Parameter is compared；Image processing apparatus, for carrying out feature extraction, joint point estimation to described image information and creating human body
Skeleton pattern, and then identify whether described image information has destruction；Storage device, for storing the vibration parameters and figure
As information.
Further, the alarm signal generation unit includes：Alarm generating means, when the vibration parameters are more than
Systemic presupposition parameter, and when described image information has destruction, generate alarm signal；Alarm signal output device, is used for
The alarm signal is transmitted to alarm.
Further, the alarm includes：Alarm signal reception device, for receiving the alarm signal output device
The alarm signal of transmission；Audio alarm device, for sending out alarm, the audio alarm device is loud speaker；Alarm signal is defeated
Go out device, for the alarm signal to be transmitted to management system.
The utility model has the beneficial effects that：The case where being different from the prior art, in the utility model combination shop equipment by
The behavioural analysis of user in the magnitude of vibrations arrived and shop, and then identify and judge whether user in shop makes destruction, work as knowledge
Not and when judging destruction, alarm signal automatic alarm and can be transmitted to management system by alarm, time saving and energy saving,
And cost of labor is reduced, also it is not easy to omit suspicious information.
Description of the drawings
Fig. 1 is the system structure diagram of the utility model embodiment；
Fig. 2 is the structural schematic diagram of the Vibratory transducer of the utility model embodiment；
Fig. 3 is the structural schematic diagram of the wide-angle camera of the utility model embodiment；
Fig. 4 is the structural schematic diagram of the server of the utility model embodiment；
Fig. 5 is the structural schematic diagram of the alarm of the utility model embodiment.
Specific implementation mode
For the ease of understanding the utility model, with reference to the accompanying drawings and detailed description, the utility model is carried out more
Detailed description.It should be noted that when an element is expressed " connection " another element, it can be directly to separately
One element or elements placed in the middle there may be one or more therebetween.Term used in this specification " vertical ",
" horizontal ", "left", "right" and similar statement are for illustrative purposes only.
Unless otherwise defined, technical and scientific term all used in this specification and the skill for belonging to the utility model
The normally understood meaning of technical staff in art field is identical.Art used in the description of the utility model in this specification
Language is intended merely to the purpose of description specific embodiment, is not intended to limitation the utility model.Art used in this specification
Language "and/or" includes any and all combinations of one or more relevant Listed Items.
The utility model is described in detail with embodiment below in conjunction with the accompanying drawings.
Referring to Fig. 1, the utility model includes：Vibratory transducer 1, wide-angle camera 2, server 3 and alarm 4,
The Vibratory transducer 1, wide-angle camera 2, alarm 4 are connected with the server 3 respectively, the Vibratory transducer 1,
The magnitude of vibrations being subject to for perceiving equipment in shop；The wide-angle camera 2, the behavior image information for capturing user；Institute
Server 3 is stated, for receiving the magnitude of vibrations and the wide-angle camera that equipment is subject in 1 perception shop of the Vibratory transducer
The behavior of 2 users captured, the magnitude of vibrations being subject to by bonding apparatus and the behavior for analyzing user, identify and judge user
Whether it is that destruction is made to equipment in shop；The alarm 4, for sending out police automatically when user makes destruction
Report, and it is transferred to management system by information is destroyed.
Referring to Fig. 2, the Vibratory transducer 1, including data acquisition device 11 and data transmission device 12, the number
It is used to acquire the vibration parameters in shop in equipment according to harvester 11, the data transmission device 12 is used for transmission the vibration
Parameter is to the server 3.
The data acquisition device 11, including data collector, data acquisition refers to from sensor and other Devices to test
Etc. the process of automatic collection information in analog- and digital- unit under test, in order to measure physical quantity, acquisition is usually to sample
Mode acquires same point Data duplication every certain sampling period, the data of acquisition are instantaneous value mostly, can also be certain section
A characteristic value in time；The data transmission device 12 can be Bluetooth transmission or other transmission modes.
The Vibratory transducer 1 is installed in shop in equipment, and equipment includes shelf, electronic interactive screen and electricity in the shop
Sub- counter, the Vibratory transducer 1 are installed on the middle part of the shelf and laterally fill one every 1.5 meter amperes, Yi Jian
Both sides loaded on the electronic interactive screen and electric counter, can efficiently reduce interference, improve collected data essence
Degree.
Referring to Fig. 3, the wide-angle camera 2, including image collecting device 21 and image transmission 22, for capturing
The behavior image information of user, be installed in shop four of the wide-angle camera 2 face the wall and meditate on the position of top surface, four faces
Wall fills a wide-angle camera 2 every 2.5 meter amperes in the horizontal direction respectively, and the wide-angle camera 2 installed is not liftoff low
In 2.5 meters, the image information in each corner of all directions in shop can be effectively collected.
Described image harvester 21, including image pick-up card, the image information for acquiring user in shop can be quiet
State Image Acquisition or dynamic image acquisition；Described image transmitting device 22, for receiving the acquisition of described image harvester 21
The image information of user in shop, and described image information is transmitted to the server 3, described image transmitting device 22 can be
It is Bluetooth transmission or other transmission modes.
Referring to Fig. 4, the server 3 includes information receiving unit 31, information process unit 32 and alarm signal output
Unit 33.
Described information receiving unit 31 includes data sink 311, is transmitted for receiving the data transmission device 12
Vibration parameters；Image received device 312, the image information for receiving the transmission of described image transmitting device 22, the data
Reception device 311 and image received device 312 can be bluetooth reception or other reception modes.
Described information processing unit 32, including data processing equipment 321, image processing apparatus 323 and storage device 322,
It is respectively used to that the vibration parameters and image information are handled and stored.
The data processing equipment 321 is data processor, for carrying out the vibration parameters and systemic presupposition parameter
Comparison, when the vibration parameters are more than systemic presupposition parameter, the storage device 322 stores the vibration parameters, and sends
Signal is to the alarm signal generation unit 33.
Described image processing unit 323 is image processor, for carrying out feature extraction to described image information, to image
In user carry out the establishment of joint point estimation and human skeleton model, and then whether the behavior for identifying and judgeing user is destruction
Behavior, when identification is judged to have destruction, the storage device 322 stores described image information, and sends a signal to institute
State alarm signal generation unit 33.
The movement of human body can be described by the movement of some major joint points, therefore, as long as 10-12 key node
Combination with tracking just can be formed to many behaviors such as dance, walk, run portraying, accomplish through human body key node
Movement identify behavior, the human skeleton that system is estimated according to depth map, the human skeleton by human body some joints
The location information composition of point judges the posture action of people, and then identifies the corresponding behavior of posture.
The promotion of accuracy of identification is realized by designing time domain attention model and spatial domain attention model, and time domain is paid attention to
The process of power model, a behavior act will undergo multiple states, correspond to many time frames accordingly, human body is at each moment
Different postures is showed, by designing LSTM sub-networks come the automatic importance learnt and know different frame in sequence, makes weight
The frame wanted plays bigger in classification, with the precision of Statistical error；For spatial domain attention model, some behavior act meetings
The set constituted with certain artis is related, and the set that other behavior acts can be constituted with some other artis is related,
By designing LSTM sub-networks, the content according to sequence distributes different importance to different artis automatically, that is, gives difference
Attention.
The alarm signal generation unit 33, including alarm generating means 331 and alarm signal output device 332,
When the vibration parameters are more than systemic presupposition parameter, and described image information identifies and judges out user and has destruction,
Alarm signal is generated, the alarm signal is transmitted to the alarm 4 by the alarm signal output device 332.
Referring to Fig. 5, the alarm 4 includes alarm signal reception device 41, audio alarm device 42 and alarm signal
Output device 43, the alarm signal reception device 41 can be bluetooth reception or other reception modes, for receiving the report
Alert signal, the audio alarm device 42 send out alarm, and the audio alarm device 42 is loud speaker, and the alarm signal
The alarm signal is transmitted to management system by output device 43, and management system can send warning message to corresponding pipe automatically
Reason personnel, the mode that the administrative staff receive warning message can be that mobile phone receives or computer system receives or other sides
Formula, the utility model are not construed as limiting.
When the utility model is used：The data acquisition device 11 of the Vibratory transducer 1 acquires vibration parameters, passes through number
The vibration parameters are transmitted to the data sink 311 of the information receiving unit 31 of the server 3 according to transmitting device 12,
Meanwhile the image information in the 21 acquisition shop of image collecting device of the wide-angle camera 2, pass through described image transmitting device 22
Described image information is transmitted to the image received device 312 of the information receiving unit 31 of the server 3, described information processing
The data processing equipment 321 of unit 32 compares the vibration parameters and systemic presupposition parameter, judges the vibration parameters
Whether systemic presupposition parameter is more than, when the vibration parameters are more than systemic presupposition parameter, the storage device 322 stores described
Vibration parameters, and the alarm signal generation unit 33 is outputed signal to, otherwise the storage device 322 stores the vibration ginseng
Number, the data acquisition device 11 resurvey vibration parameters；Described image processing unit 321 carries out described image information special
Sign extraction, joint point estimation and the establishment of manikin judge whether user makes destruction row by the manikin created
For when judging result is that user makes destruction, the storage device 322 stores described image information, and sends signal
To the alarm signal generation unit 33, otherwise the storage device 322 stores described image information, described image harvester
21 resurvey image information；When the vibration parameters are more than systemic presupposition parameter, and described image information has destruction
When, the alarm generating means 331 of the alarm signal generation unit 33 generate alarm signal, defeated by the alarm signal
Go out the alarm signal reception device 41 that the alarm signal is transmitted to the alarm 4 by device 332, the audio alarm device
42 send out alarm, and the alarm signal is transmitted to management system, the management system by alarm signal output device 43
Send information to corresponding administrative staff.
It should be noted that giving the preferable implementation of the utility model in the specification and its attached drawing of the utility model
Mode, still, the utility model can be realized by many different forms, however it is not limited to which this specification is described to be implemented
Mode, these embodiments are not as the additional limitation to the utility model content, the purpose of providing these embodiments is that making
It is more thorough and comprehensive to the understanding of the disclosure of the utility model.Also, above-mentioned each technical characteristic continues to be combined with each other, and is formed
The various embodiments not being enumerated above are accordingly to be regarded as the range of the utility model specification record；Further, to this field
For those of ordinary skill, it can be modified or changed according to the above description, and all these modifications and variations should all belong to
The protection domain of the appended claims for the utility model.
Claims (10)
1. the identifying system of equipment user's destruction in a kind of shop, which is characterized in that including：
Vibratory transducer, the magnitude of vibrations being subject to for perceiving equipment in shop,
Wide-angle camera, the behavior for capturing user,
Server, for receiving the magnitude of vibrations and the wide-angle camera that equipment is subject in Vibratory transducer perception shop
The behavior of the user captured, and the behavior for the magnitude of vibrations and the user captured being subject to according to equipment in the shop,
It analyzes and judges whether the behavior of the user is destruction to equipment in shop,
Alarm is transferred to management system for sending out alarm automatically when user makes destruction, and by information is destroyed.
2. system according to claim 1, which is characterized in that the server includes：
Information receiving unit, for receiving the magnitude of vibrations and the wide-angle that equipment is subject in Vibratory transducer perception shop
The behavior for the user that camera captures,
Information process unit, the behavior of magnitude of vibrations and the user captured for being subject to according to equipment in the shop,
It analyzes and judges whether the behavior of the user is destruction to equipment in shop,
Alarm signal generation unit, for judging the behavior of the user when described information processing unit to be broken to equipment in shop
When bad behavior, alarm signal and output alarm signal are generated.
3. system according to claim 2, which is characterized in that the Vibratory transducer includes：
Data acquisition device is installed in the shop in equipment, the vibration parameters for acquiring equipment in shop,
Data transmission device, the vibration parameters for receiving data acquisition device acquisition, and by the vibration parameters
It is transmitted to described information receiving unit.
4. system according to claim 3, which is characterized in that equipment includes shelf, electronic interactive screen and electricity in the shop
Sub- counter, the Vibratory transducer are installed on the middle part of the shelf and laterally fill one, and installation every 1.5 meter amperes
In the both sides of the electronic interactive screen and electric counter.
5. system according to claim 3, which is characterized in that the wide-angle camera includes：
Image collecting device, the image information of user in acquisition shop,
Image transmission, the image information of user in the shop for receiving the acquisition of described image harvester, and by the figure
As information is transmitted to described information receiving unit.
6. system according to claim 5, which is characterized in that be installed in shop four of the wide-angle camera, which face the wall and meditate, to lean on
On the position of nearly top surface, faces the wall and meditates for four and fill a wide-angle camera every 2.5 meter amperes in the horizontal direction respectively, and installed
Wide-angle camera is liftoff to be not less than 2.5 meters.
7. system according to claim 5, which is characterized in that described information receiving unit includes：
Data sink, the vibration parameters for receiving the data transmission device transmission,
Image received device, the image information for receiving the transmission of described image transmitting device.
8. system according to claim 7, which is characterized in that described information processing unit includes：
Data processing equipment, for the vibration parameters and systemic presupposition parameter to be compared,
Image processing apparatus, for carrying out feature extraction, joint point estimation to described image information and creating human skeleton model,
And then identify whether described image information has destruction,
Storage device, for storing the vibration parameters and image information.
9. system according to claim 8, which is characterized in that the alarm signal generation unit includes：
Alarm generating means, when the vibration parameters be more than systemic presupposition parameter, and described image information have destruction go
For when, generate alarm signal,
Alarm signal output device, for the alarm signal to be transmitted to alarm.
10. system according to claim 9, which is characterized in that the alarm includes：
Alarm signal reception device, the alarm signal for receiving the alarm signal output device transmission,
Audio alarm device, for sending out alarm, the audio alarm device is loud speaker,
Alarm signal output device, for the alarm signal to be transmitted to management system.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201721925510.5U CN207966119U (en) | 2017-12-29 | 2017-12-29 | The identifying system of equipment user's destruction in a kind of shop |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201721925510.5U CN207966119U (en) | 2017-12-29 | 2017-12-29 | The identifying system of equipment user's destruction in a kind of shop |
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| Publication Number | Publication Date |
|---|---|
| CN207966119U true CN207966119U (en) | 2018-10-12 |
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| CN201721925510.5U Active CN207966119U (en) | 2017-12-29 | 2017-12-29 | The identifying system of equipment user's destruction in a kind of shop |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110070670A (en) * | 2019-05-21 | 2019-07-30 | 深圳市丰巢科技有限公司 | A kind of unmanned retail units and the anti-theft early warning method for unmanned retail units |
| CN110111518A (en) * | 2019-06-06 | 2019-08-09 | 厦门钛尚人工智能科技有限公司 | A kind of dedicated destruction recognizer of venue |
| CN111507301A (en) * | 2020-04-26 | 2020-08-07 | 腾讯科技（深圳）有限公司 | Video processing method, video processing device, computer equipment and storage medium |
-
2017
- 2017-12-29 CN CN201721925510.5U patent/CN207966119U/en active Active
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110070670A (en) * | 2019-05-21 | 2019-07-30 | 深圳市丰巢科技有限公司 | A kind of unmanned retail units and the anti-theft early warning method for unmanned retail units |
| CN110111518A (en) * | 2019-06-06 | 2019-08-09 | 厦门钛尚人工智能科技有限公司 | A kind of dedicated destruction recognizer of venue |
| CN111507301A (en) * | 2020-04-26 | 2020-08-07 | 腾讯科技（深圳）有限公司 | Video processing method, video processing device, computer equipment and storage medium |
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