CN106056029B - Street lamp mobile management system and its method based on street lamp label intelligent identification technology - Google Patents

Street lamp mobile management system and its method based on street lamp label intelligent identification technology Download PDF

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Publication number
CN106056029B
CN106056029B CN201610551418.0A CN201610551418A CN106056029B CN 106056029 B CN106056029 B CN 106056029B CN 201610551418 A CN201610551418 A CN 201610551418A CN 106056029 B CN106056029 B CN 106056029B
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street lamp
label
module
information
processing module
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CN106056029A (en
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陈抒瑢
李斌
朱金大
陈玉慧
邓烽
陈立宇
谭松星
苑振宇
王辉
吕富强
张弛
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Nanjing NARI Group Corp
State Grid Electric Power Research Institute
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State Grid Electric Power Research Institute
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K7/00Methods or arrangements for sensing record carriers, e.g. for reading patterns
    • G06K7/10Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
    • G06K7/14Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation using light without selection of wavelength, e.g. sensing reflected white light
    • G06K7/1404Methods for optical code recognition
    • G06K7/1408Methods for optical code recognition the method being specifically adapted for the type of code
    • G06K7/14172D bar codes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/62Text, e.g. of license plates, overlay texts or captions on TV images
    • G06V20/63Scene text, e.g. street names
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/14Image acquisition
    • G06V30/146Aligning or centring of the image pick-up or image-field
    • G06V30/1475Inclination or skew detection or correction of characters or of image to be recognised
    • G06V30/1478Inclination or skew detection or correction of characters or of image to be recognised of characters or characters lines

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  • Computer Vision & Pattern Recognition (AREA)
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  • General Health & Medical Sciences (AREA)
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  • Artificial Intelligence (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Electromagnetism (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Character Input (AREA)

Abstract

The invention discloses a kind of street lamp mobile management system and its method based on street lamp label intelligent identification technology, wherein street lamp mobile management system includes the mobile terminal and back-end server mutually communicated by communication network, street lamp label intelligent identification module, data processing module and the data transmission module for being set to mobile terminal in equal and being sequentially connected, and the interior data memory module and Service Processing Module for being set to back-end server and being sequentially connected;Management method is the tag recognition based on street lamp label intelligent identification module, the street lamp label of street lamp label and imaging identification word tag board form mainly including scanning recognition quick response code form, pass through mobile terminal, realize the intelligent recognition of street lamp label, without manual entry label substance, under the premise of quickly learning street lamp information, mobile service management is carried out.The utility model has the advantages that realizing intelligent, the quick identification of street lamp identity, the accurate submission of practical street lamp operating condition promotes road lamp management level and the efficiency of management.

Description

Street lamp mobile management system and its method based on street lamp label intelligent identification technology
Technical field
The present invention relates to a kind of street lamp mobile management systems, are based on street lamp label intelligent identification technology more particularly to one kind Street lamp mobile management system and its method, belong to city street lamp administrative skill field.
Background technique
With progress of the epoch, the continuous development of China's economy and science and technology, city size are constantly expanding, street lamp number It measures also growing.People are higher and higher to the environmental requirement of city of residence, gradually extend in the activity time at night, street lamp is Not only need to provide safety guarantee for night trip, the aesthetic values of city road at night time are also gradually recognized.
In face of street lamps ten hundreds of easily, with the gradually implementation of street lamp mark system and perfect, street lamp mark is not It is only limitted to conventional text tag board, the various ways such as two dimensional code, RFID and the NFC of modern technologies come into being.But use RFID Or NFC carries out street lamp and identifies higher cost, in contrast two dimensional code and conventional text tag board are more economical;However two dimensional code identifies Also not yet universal, only conventional text tag board is always most economical most universal street lamp identification means.
Currently, generality, the uniqueness of street lamp label how are made full use of for the street lamp that complicated road network is laid with, intelligently, Quickly identification street lamp identity, while road lamp management level is promoted, improve the efficiency of management, it has also become city street lamp management system one Key subjects.
Summary of the invention
It is a primary object of the present invention to overcome deficiency in the prior art, provide a kind of based on the intelligently knowledge of street lamp label Street lamp mobile management system and its method of other technology, it can be achieved that street lamp identity intelligent, quick identification, promote road lamp management water It is flat, the efficiency of management is improved, and with the utility value in industry.
In order to achieve the above object, the technical scheme adopted by the invention is that:
The present invention provides a kind of street lamp mobile management system based on street lamp label intelligent identification technology, including passes through communication The mobile terminal and back-end server that network is mutually communicated, the interior street lamp label intelligence for being set to mobile terminal and being sequentially connected Energy identification module, data processing module and data transmission module, and the interior data for being set to back-end server and being sequentially connected Memory module and Service Processing Module.
Wherein, the street lamp label intelligent identification module, for acquiring street lamp label, obtaining label information, and by label Information is sent to data processing module;The data processing module, for received label information to be passed through data transmission module It is sent to data memory module;The data memory module calls pre-stored street lamp for label information based on the received Information, and the street lamp information that will acquire is sent to Service Processing Module;The Service Processing Module, for believing received street lamp Breath is sent to data processing module through data transmission module by communication network.
Moreover, the data processing module, be also used to based on the received street lamp information providing service data for road lamp maintenance Personnel carry out generating bordereau after filling in submission according to practical street lamp operating condition, and bordereau is sent through data transmission module To Service Processing Module;The Service Processing Module is also used to receive bordereau, produces after carrying out workflow management to bordereau Raw service management table, and service management table is sent to data memory module and is stored.
Street lamp mobile management system of the invention is further arranged to: the mobile terminal is mobile phone or hand-held tag recognition Instrument.
Street lamp mobile management system of the invention is further arranged to: the street lamp label includes two dimensional code and word tag Board, the street lamp label intelligent identification module include Response Code scan module for acquiring two dimensional code and for acquiring text mark The Text region module cut the deck.
The present invention also provides a kind of management method of street lamp mobile management system based on street lamp label intelligent identification technology, The following steps are included:
1) mobile terminal is enabled, mobile terminal is kept mutually to communicate with back-end server;
2) it is acquired by the street lamp label intelligent identification module of the mobile terminal beacon light label that satisfy the need, is obtained after intelligent recognition Label information is obtained, and label information is sent to data processing module;
3) received label information is sent to by data transmission module by number by the data processing module of mobile terminal According to memory module;
4) by the data memory module of back-end server, label information calls pre-stored street lamp letter based on the received Breath, and the street lamp information that will acquire is sent to Service Processing Module;
5) received street lamp information is transmitted by communication network through data by the Service Processing Module of back-end server Module is sent to data processing module;
6) data processing module based on the received street lamp information providing service data for road lamp maintenance personnel according to practical road Lamp operating condition carries out generating bordereau after filling in submission, and bordereau is sent to business processing mould through data transmission module Block;
7) Service Processing Module receives bordereau, generates service management table after carrying out workflow management to bordereau, and Service management table is sent to data memory module to store.
Management method of the invention is further arranged to: the street lamp label in the step 2 includes two dimensional code and text mark It cuts the deck;When being acquired to two dimensional code this street lamp label, pass through the two-dimensional code scanning mould of street lamp label intelligent identification module Block scans and recognizes;When being acquired to word tag board this street lamp label, pass through street lamp label intelligent identification module Text region module carry out imaging identification.
Management method of the invention is further arranged to, the imaging identification the following steps are included:
A) image preprocessing: interference information in the color image obtained by the collector of mobile terminal through camera shooting is carried out Removal;
B) Text segmentation: single character is divided from whole image and is extracted;
C) pattern-recognition: the text completed to segmentation is normalized, then carries out Extraction of Geometrical Features, processing analysis After obtain recognition result.
Management method of the invention is further arranged to, the image preprocessing of the step a) the following steps are included:
A1 it) is clustered by color analysis, distinguishes the text and background on street lamp label;
A2 the setting for) passing through gray value 0 or 255, text and background are significantly distinguished, and complete image binaryzation;
A3 it) is corrected by words direction, eliminates the reverse or tilt phenomenon of character area in image.
Management method of the invention is further arranged to: the label information includes street lamp title and number.
Management method of the invention is further arranged to: the street lamp information includes the essential information of street lamp, line information And real time status information.
Management method of the invention is further arranged to: the business datum include report for repairment, repair, new clothes, replacement and feeding Protect equipment registration.
Compared with prior art, the invention has the advantages that:
1, the street lamp mobile management system provided by the invention based on street lamp label intelligent identification technology, passes through mobile terminal With the setting of back-end server, street lamp label intelligent identification module, data processing module and data are wherein equipped in mobile terminal Transmission module, back-end server is interior to be equipped with data memory module and Service Processing Module, is based on street lamp label intelligent identification module Tag recognition and other component data transmission, realize street lamp identity intelligent, quick identification, practical street lamp operating condition It is accurate to submit, promote road lamp management level and the efficiency of management.
2, the management method of the street lamp mobile management system provided by the invention based on street lamp label intelligent identification technology, base In the tag recognition of street lamp label intelligent identification module, the mainly street lamp label including scanning recognition quick response code form and camera shooting The street lamp label for identifying word tag board form realizes the intelligent recognition of street lamp label by mobile terminal, is not necessarily to manual entry Label substance carries out mobile service management under the premise of quickly learning street lamp information, and high efficient and reliable is economical and practical.
Above content is only the general introduction of technical solution of the present invention, in order to better understand technological means of the invention, under In conjunction with attached drawing, the invention will be further described in face.
Detailed description of the invention
Fig. 1 is that the present invention is based on the structural block diagrams of the street lamp mobile management system of street lamp label intelligent identification technology;
Fig. 2 is that the present invention is based on the processes of the management method of the street lamp mobile management system of street lamp label intelligent identification technology Figure;
Fig. 3 is in management method of the present invention for acquiring the flow chart of the imaging identification of word tag board.
Specific embodiment
With reference to the accompanying drawings of the specification, the present invention is further illustrated.
As shown in Figure 1, a kind of street lamp mobile management system based on street lamp label intelligent identification technology, including pass through communication The mobile terminal and back-end server that network is mutually communicated, the interior street lamp label intelligence for being set to mobile terminal and being sequentially connected Energy identification module, data processing module and data transmission module, and the interior data for being set to back-end server and being sequentially connected Memory module and Service Processing Module.
The street lamp label intelligent identification module for acquiring street lamp label, obtaining label information, and label information is sent out Give data processing module;The data processing module, for received label information to be sent to by data transmission module Data memory module;The data memory module calls pre-stored street lamp information for label information based on the received, and The street lamp information that will acquire is sent to Service Processing Module;The Service Processing Module, for passing through received street lamp information Communication network is sent to data processing module through data transmission module.
The data processing module, be also used to based on the received street lamp information providing service data for road lamp maintenance personnel's root Factually street lamp operating condition in border carries out generating bordereau after filling in submission, and bordereau is sent to business through data transmission module Processing module;The Service Processing Module is also used to receive bordereau, generates business after carrying out workflow management to bordereau Table is managed, and service management table is sent to data memory module and is stored.
Wherein, mobile terminal is preferably mobile phone or hand-held tag recognition instrument, realizes mobile management.In view of existing road network street lamp The economical and practical physical tags situation generallyd use, street lamp label includes two dimensional code and word tag board, so street lamp label Intelligent identification module includes the Response Code scan module for acquiring two dimensional code and the Text region for acquiring word tag board Module.
As shown in Fig. 2, the present invention provides the management of the street lamp mobile management system based on street lamp label intelligent identification technology Method, comprising the following steps:
1) mobile terminal is enabled, mobile terminal is kept mutually to communicate with back-end server.
2) it is acquired by the street lamp label intelligent identification module of the mobile terminal beacon light label that satisfy the need, is obtained after intelligent recognition Label information is obtained, and label information is sent to data processing module;
Wherein, street lamp label includes two dimensional code and word tag board, and the label information obtained through intelligent recognition includes road Lamp title and number;When being acquired to two dimensional code this street lamp label, pass through the two dimension of street lamp label intelligent identification module Code scan module scans and recognizes;When being acquired to word tag board this street lamp label, pass through street lamp label intelligence The Text region module of identification module carries out imaging identification.
3) received label information is sent to by data transmission module by number by the data processing module of mobile terminal According to memory module.
4) by the data memory module of back-end server, label information calls pre-stored street lamp letter based on the received Breath, and the street lamp information that will acquire is sent to Service Processing Module;Wherein, street lamp information includes the essential information of street lamp, route Information and real time status information.
5) received street lamp information is transmitted by communication network through data by the Service Processing Module of back-end server Module is sent to data processing module.
6) data processing module based on the received street lamp information providing service data for road lamp maintenance personnel according to practical road Lamp operating condition carries out generating bordereau after filling in submission, and bordereau is sent to business processing mould through data transmission module Block;Wherein, business datum include report for repairment, repair, new clothes, replacement and maintenance of equipment registration etc. business tines fill in data.
7) Service Processing Module receives bordereau, generates service management table after carrying out workflow management to bordereau, and Service management table is sent to data memory module to store.
As shown in figure 3, the imaging identification of use includes following when being acquired to the street lamp label of word tag board form Step:
A) image preprocessing: interference information in the color image obtained by the collector of mobile terminal through camera shooting is carried out Removal;
Specifically, image preprocessing the following steps are included:
A1 it) is clustered by color analysis, distinguishes the text and background on street lamp label;
A2 the setting for) passing through gray value 0 or 255, text and background are significantly distinguished, and complete image binaryzation;
A3 it) is corrected by words direction, eliminates the reverse or tilt phenomenon of character area in image.
B) Text segmentation: single character is divided from whole image and is extracted.
C) pattern-recognition: the text completed to segmentation is normalized, then carries out Extraction of Geometrical Features, processing analysis After obtain recognition result.
The innovation of the invention consists in that realizing intelligent, the quick identification of street lamp identity, practical street lamp operating condition is accurately mentioned It hands over, promotes road lamp management level and the efficiency of management.
Basic principles and main features and advantage of the invention have been shown and described above.The technical staff of the industry should Understand, the present invention is not limited to the above embodiments, and the above embodiments and description only describe originals of the invention Reason, without departing from the spirit and scope of the present invention, various changes and improvements may be made to the invention, these changes and improvements It all fall within the protetion scope of the claimed invention.The claimed scope of the invention is by appended claims and its equivalent circle It is fixed.

Claims (10)

1. a kind of street lamp mobile management system based on street lamp label intelligent identification technology, it is characterised in that: including passing through communication The mobile terminal and back-end server that network is mutually communicated, the interior street lamp label intelligence for being set to mobile terminal and being sequentially connected Energy identification module, data processing module and data transmission module, and the interior data for being set to back-end server and being sequentially connected Memory module and Service Processing Module;
The street lamp label intelligent identification module for acquiring street lamp label, obtaining label information, and label information is sent to Data processing module;
The data processing module, for received label information to be sent to data memory module by data transmission module;
The data memory module calls pre-stored street lamp information for label information based on the received, and will acquire Street lamp information is sent to Service Processing Module;
The Service Processing Module, for received street lamp information to be sent to data through data transmission module by communication network Processing module;
The data processing module, be also used to based on the received street lamp information providing service data for road lamp maintenance personnel according to reality Border street lamp operating condition carries out generating bordereau after filling in submission, and bordereau is sent to business processing through data transmission module Module;
The Service Processing Module is also used to receive bordereau, generates service management after carrying out workflow management to bordereau Table, and service management table is sent to data memory module and is stored.
2. the street lamp mobile management system according to claim 1 based on street lamp label intelligent identification technology, feature exist In: the mobile terminal is mobile phone or hand-held tag recognition instrument.
3. the street lamp mobile management system according to claim 1 based on street lamp label intelligent identification technology, feature exist In: the street lamp label includes two dimensional code and word tag board, and the street lamp label intelligent identification module includes for acquiring two Tie up the Response Code scan module of code and the Text region module for acquiring word tag board.
4. described in any item street lamp mobile management systems based on street lamp label intelligent identification technology according to claim 1 ~ 3 Management method, which comprises the following steps:
1) mobile terminal is enabled, mobile terminal is kept mutually to communicate with back-end server;
2) it is acquired by the street lamp label intelligent identification module of the mobile terminal beacon light label that satisfy the need, is marked after intelligent recognition Information is signed, and label information is sent to data processing module;
3) received label information data are sent to by data transmission module by the data processing module of mobile terminal to deposit Store up module;
4) by the data memory module of back-end server, label information calls pre-stored street lamp information based on the received, and The street lamp information that will acquire is sent to Service Processing Module;
5) received street lamp information is passed through through data transmission module by communication network by the Service Processing Module of back-end server It is sent to data processing module;
6) data processing module based on the received street lamp information providing service data for road lamp maintenance personnel according to practical street lamp work Condition carries out generating bordereau after filling in submission, and bordereau is sent to Service Processing Module through data transmission module;
7) Service Processing Module receives bordereau, generates service management table after carrying out workflow management to bordereau, and by industry Business management table is sent to data memory module and is stored.
5. the manager of the street lamp mobile management system according to claim 4 based on street lamp label intelligent identification technology Method, it is characterised in that: the street lamp label in the step 2 includes two dimensional code and word tag board;
When being acquired to two dimensional code this street lamp label, pass through the Response Code scan module of street lamp label intelligent identification module It scans and recognizes;
When being acquired to word tag board this street lamp label, pass through the Text region mould of street lamp label intelligent identification module Block carries out imaging identification.
6. the manager of the street lamp mobile management system according to claim 5 based on street lamp label intelligent identification technology Method, which is characterized in that the imaging identification the following steps are included:
A) image preprocessing: interference information in the color image obtained by the collector of mobile terminal through camera shooting is gone It removes;
B) Text segmentation: single character is divided from whole image and is extracted;
C) pattern-recognition: the text completed to segmentation is normalized, then carries out Extraction of Geometrical Features, obtains after processing analysis Obtain recognition result.
7. the manager of the street lamp mobile management system according to claim 6 based on street lamp label intelligent identification technology Method, which is characterized in that the image preprocessing of the step a) the following steps are included:
A1 it) is clustered by color analysis, distinguishes the text and background on street lamp label;
A2 the setting for) passing through gray value 0 or 255, text and background are significantly distinguished, and complete image binaryzation;
A3 it) is corrected by words direction, eliminates the reverse or tilt phenomenon of character area in image.
8. the manager of the street lamp mobile management system according to claim 4 based on street lamp label intelligent identification technology Method, it is characterised in that: the label information includes street lamp title and number.
9. the manager of the street lamp mobile management system according to claim 4 based on street lamp label intelligent identification technology Method, it is characterised in that: the street lamp information includes essential information, line information and the real time status information of street lamp.
10. the manager of the street lamp mobile management system according to claim 4 based on street lamp label intelligent identification technology Method, it is characterised in that: the business datum include report for repairment, repair, new clothes, replacement and maintenance of equipment registration.
CN201610551418.0A 2016-07-13 2016-07-13 Street lamp mobile management system and its method based on street lamp label intelligent identification technology Active CN106056029B (en)

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Publication number Priority date Publication date Assignee Title
CN108961770B (en) * 2018-08-06 2020-07-14 山东诚丰电子工程有限公司 Electronic police for smart city
CN114114936A (en) * 2021-11-10 2022-03-01 深圳市欧瑞博科技股份有限公司 Grouping method and grouping device for intelligent lamps, intelligent equipment and storage medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104135795A (en) * 2014-07-25 2014-11-05 江苏联康电子有限公司 Automatic control system for LED (Light-Emitting Diode) street lamp
CN104619081A (en) * 2014-12-30 2015-05-13 深圳华智测控技术有限公司 Street lamp information acquisition system, management system, management Cloud platform and acquisition method
CN205305194U (en) * 2015-12-15 2016-06-08 天津港东疆建设开发有限公司 Street lamp automatic monitoring system
CN206021281U (en) * 2016-07-13 2017-03-15 南京南瑞集团公司 Street lamp mobile management system based on street lamp label intelligent identification technology

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104135795A (en) * 2014-07-25 2014-11-05 江苏联康电子有限公司 Automatic control system for LED (Light-Emitting Diode) street lamp
CN104619081A (en) * 2014-12-30 2015-05-13 深圳华智测控技术有限公司 Street lamp information acquisition system, management system, management Cloud platform and acquisition method
CN205305194U (en) * 2015-12-15 2016-06-08 天津港东疆建设开发有限公司 Street lamp automatic monitoring system
CN206021281U (en) * 2016-07-13 2017-03-15 南京南瑞集团公司 Street lamp mobile management system based on street lamp label intelligent identification technology

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