CN107040592A - A kind of one-stop detection service system and method for hand-held - Google Patents
A kind of one-stop detection service system and method for hand-held Download PDFInfo
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- CN107040592A CN107040592A CN201710205993.XA CN201710205993A CN107040592A CN 107040592 A CN107040592 A CN 107040592A CN 201710205993 A CN201710205993 A CN 201710205993A CN 107040592 A CN107040592 A CN 107040592A
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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
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
- G06V30/10—Character recognition
- G06V30/14—Image acquisition
- G06V30/142—Image acquisition using hand-held instruments; Constructional details of the instruments
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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
- H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
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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
- H04L67/50—Network services
- H04L67/60—Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
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Abstract
Detection service request is examined to examining detection cloud platform to send by PC ends or mobile terminal the invention discloses a kind of one-stop detection service method of hand-held, including user；Detection cloud platform is examined to examining testing agency's resource and examining detection service request to carry out supply and demand matching, feed back matching result then to the PC ends of user or mobile terminal selects for user；At user, barcode scanning sampling is carried out using hand-held wisdom mobile terminal；Examining at testing agency, using hand-held wisdom mobile terminal records process status, scanning papery is examined examining report and uploaded, while carrying out structuring conversion, storage；User monitoring service processes, check, download inspection examining report.The invention also discloses the corresponding service system of methods described.The present invention can provide one-stop inspection detection service, and gather inspection detection correlated process and status data, and the report of the paperys such as detection will be examined to carry out information gathering, structuring conversion, storage, to examine detection big data to lay the foundation.
Description
Technical field
The invention discloses a kind of one-stop detection service system and method for hand-held, it is related to and examines the internet of detection to hand over
Mutual technical field.
Background technology
The detection demand of current trial detection industry mainly includes government's commission, state mandatory planning and client committee
Third party's detection of support.With the market-oriented reform for examining testing agency, the raising of customer quality awareness of safety, " one-stop "
Detection service and wisdom detection terminal is examined to meet and examine the new industry situation demand of detection.
But examine detection field to lack a kind of examine in conventional inspection detection service pattern, under new subsistence environment and detect
The method of servicing of " one-stop " Life cycle.Wherein, Life cycle service link includes：Client proposes to examine detection to need
Ask, provide inspection detection scheme and confirm, sampling and delivery of visiting, sample detection, report are uploaded/sent, service evaluation.
Prior art lacks technological means and tested detection whole process service tracks (including barcode scanning sampling etc. of visiting), inspection
The collection of detection relevant information is tested, the collection, structuring conversion, storage of examining report information is examined.
Presently disclosed technical problem insurmountable in the prior art also includes：Detection resource is examined with examining detection to need
The collection of relevant information in the supply and demand matching asked, inspection detection Life cycle, the information-based collection of papery inspection examining report,
Structuring conversion and storage etc..
The content of the invention
The technical problems to be solved by the invention are：For the defect of prior art, there is provided a kind of one-stop inspection of hand-held
Service system and method are surveyed there is provided one-stop inspection detection service, and gathers inspection detection correlated process and status data, will
The report of the paperys such as detection is examined to carry out information gathering, structuring conversion, storage, to examine detection big data to lay the foundation.
The present invention uses following technical scheme to solve above-mentioned technical problem：
The step of a kind of one-stop detection service method of hand-held, methods described, includes：
Step 1: user examines detection service request by PC ends or mobile terminal to examining detection cloud platform to send；
Step 2: examining after the inspection detection service request that detection cloud platform receives user, cloud platform is detected according to examining
Database in storage information, to examine testing agency's resource and examine detection service request carry out supply and demand matching；
Step 3: examining detection cloud platform to feed back matching result to the PC ends of user or mobile terminal, user is to being matched
Inspection detection scheme confirmed；
Step 4: at user, barcode scanning sampling is carried out using hand-held wisdom mobile terminal；
Step 5: examining at testing agency, using hand-held wisdom mobile terminal records process status, including enable and sweep
Code function progress sample barcode scanning is signed for, the detection of sample barcode scanning；
Step 6: examining at testing agency, examining report is examined simultaneously using hand-held wisdom mobile scanning terminal papery
Upload, while carrying out structuring conversion, storage；
Step 7: user detects cloud platform reception data by PC ends or mobile terminal by examining, monitoring service process,
Check, inspection examining report downloaded, for examining detection service to provide evaluation.
As present invention further optimization scheme, the detailed process of the step 6 includes：
601st, examine detection cloud platform to receive after the file content picture that hand-held wisdom mobile terminal is sent, start
OCR pictographs recognize transition service, and the word that forming computer can recognize is stored in background data base, and returns to behaviour
Make result and give hand-held wisdom mobile terminal；
602nd, hand-held wisdom mobile terminal enters over the display after the result feedback for examining detection cloud platform is received
Row prompting, and wait capture again to operate, if backstage recognizes operation failure, terminal notifying capture again；
603rd, repeat the above steps, complete a papery and examine the automatic digital intelligent extraction conversion of examining report, deposit
Put.
As present invention further optimization scheme, the step 601 also includes：
The document classification numbering of document is identified in the Quick Response Code for the corner location specified from picture；
The correspondence parsing template for reading and setting is numbered according to the document classification of document；
File content picture is carried out to the pretreatment of image gray processing, binaryzation, noise removal, slant correction；
Pretreated file content picture is subjected to printed page analysis, Character segmentation, character recognition, space of a whole page recovery；
Rule according to parsing template identifies the text information in file content picture, text information after then carrying out
Processing, check and correction.
As present invention further optimization scheme, the pretreatment of the file content picture is specifically included：
Picture is changed into black white image using binaryzation, background and target area is made a distinction, background is reduced to character
The interference of processing procedure, sets T to represent the threshold value in binarization, and when carrying out binaryzation, the gray value of picture is less than this
Individual threshold value is then set to 0, and 1 is put when more than threshold value；
Original image is set as f (x, y), its binaryzation formula is：
In formula：
X, y are x-axis on pixel coordinate on image, and the position of y-axis, origin is that the most lower left corner, i.e. x are represented from the left side to the right
X-th of pixel, y represents upward y-th of pixel from following；
F (x, y) is the original gray value in pixel coordinate (x, y) position on image, and span is between 0-1；
G (x, y) is the binaryzation gray value of pixel coordinate (x, y) position on image, and span is 0,1；
Denoising is carried out after image binaryzation, for the small pixel noise possessed in image, the side added up using gray scale
Method is removed：
Step (1)：The gray value of each each pixel of row is added up, and there was only 1 and 0 two kind of value in the gray value of pixel, if
Image is M*N matrix：
In formula：
M：For sum of all pixels of the image on y-coordinate axle；
N：For sum of all pixels of the image on x coordinate axle；
i：For the i-th row of image pixel matrix, i spans are 1 to N；
j：For the jth row of image pixel matrix, j spans are 1 to M；
P (i) is the cumulative sum of gray value of the i-th row of image pixel matrix；
G (j, i) is the binaryzation gray value of pixel coordinate (j, i) position on image, that is, corresponds to (j, i) coordinate points and pass through two
Value formula calculates obtained result, and its span is 0 or 1；
Step (2)：P (i) value is judged, if P (i)=1 or 2, g (j, i)=0, wherein j=1,2 ... .M, no
Then, g (j, i) keeps constant；
For the noise of the small area in image, eliminated using the method for connected region.
Invention additionally discloses a kind of one-stop detection service system of hand-held, including the PC ends that use of user terminal or movement
End, the system include hand-held wisdom mobile terminal and examine detection cloud platform, the user terminal respectively with hand-held wisdom
Mobile terminal, inspection detection cloud platform set up wireless data transmission connection, wherein, the hand-held wisdom mobile terminal includes micro-
Built-in capture reference block function in controller, display, taking module, optical sensor, illuminating lamp and the microcontroller
Module, capture central point function of reference module and capture effect displaying functional module；Hand-held wisdom mobile terminal is at user
Sample message is obtained by way of barcode scanning is sampled；Hand-held wisdom mobile terminal is examining acquisition examining report at testing agency
Information, carries out the scanning, structuring conversion, storage of examining report, sample confirmation in records tests detection process, sample detection,
The state uploaded is reported, detection relevant criterion correlation inquiry of testing；It is described to examine detection cloud platform to include server sum
According to storehouse, in addition to the detection service being arranged in server browses and bought module, detection demand release module, examines detection clothes
Business tracking module, supply and demand matching module, OCR automatic identifications module, testing agency's management module, detection and are known order management module
Know database management module.
As present invention further optimization scheme, inspection is also set up in the microcontroller of the hand-held wisdom mobile terminal
Survey order management module, barcode scanning management module, testing agency's management module and examining report management module.
As present invention further optimization scheme, in acquisition testing report information, hand-held wisdom mobile terminal root
Illuminating lamp is automatically turned on according to the bright dark degree of capture ambient light, capture reference block is shown by programme-control on a display screen, taken
Inconocenter reference point and capture effect situation, ensure the examining report image for obtaining and meeting definition requirement.
The present invention uses above technical scheme compared with prior art, with following technique effect：The present invention can be provided
One-stop inspection detection service, and gather inspection detection correlated process and status data, will examine the paperys such as detection report into
Row information collection, structuring conversion, storage, to examine detection big data to lay the foundation.
Brief description of the drawings
Fig. 1 is auxiliary capture fundamental diagram；
Wherein：1st, pending file capture center reference point, 2, capture effect cues device, 3, pending file capture frame reference
Line, 4, electronic curtain frame, 5, papery examine examining report.
Fig. 2 is the flow chart of the present invention.
Embodiment
Embodiments of the present invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning
Same or similar element or element with same or like function are represented to same or similar label eventually.Below by ginseng
The embodiment for examining accompanying drawing description is exemplary, is only used for explaining the present invention, and is not construed as limiting the claims.
Technical scheme is described in further detail below in conjunction with the accompanying drawings：
The flow chart of the present invention is as shown in Fig. 2 the one-stop detection service method of the hand-held, its step includes：
Step 1: user examines detection service request by PC ends or mobile terminal to examining detection cloud platform to send；
Step 2: examining after the inspection detection service request that detection cloud platform receives user, cloud platform is detected according to examining
Database in storage information, to examine testing agency's resource and examine detection service request carry out supply and demand matching；
Step 3: examining detection cloud platform to feed back matching result to the PC ends of user or mobile terminal, user is to being matched
Inspection detection scheme confirmed；
Step 4: at user, barcode scanning sampling is carried out using hand-held wisdom mobile terminal；
Step 5: examining at testing agency, using hand-held wisdom mobile terminal records process status, including enable and sweep
Code function progress sample barcode scanning is signed for, the detection of sample barcode scanning；
Step 6: examining at testing agency, examining report is examined simultaneously using hand-held wisdom mobile scanning terminal papery
Upload, while carrying out structuring conversion, storage；
The detailed process of the step 6 includes：
601st, examine detection cloud platform to receive after the file content picture that hand-held wisdom mobile terminal is sent, start
OCR pictographs recognize transition service, and the word that forming computer can recognize is stored in background data base, and returns to behaviour
Make result and give hand-held wisdom mobile terminal；
The step 601 also includes：
The document classification numbering of document is identified in the Quick Response Code for the corner location specified from picture；
The correspondence parsing template for reading and setting is numbered according to the document classification of document；
File content picture is carried out to the pretreatment of image gray processing, binaryzation, noise removal, slant correction；
Pretreated file content picture is subjected to printed page analysis, Character segmentation, character recognition, space of a whole page recovery；
Rule according to parsing template identifies the text information in file content picture, text information after then carrying out
Processing, check and correction.
602nd, hand-held wisdom mobile terminal enters over the display after the result feedback for examining detection cloud platform is received
Row prompting, and wait capture again to operate, if backstage recognizes operation failure, terminal notifying capture again；
603rd, repeat the above steps, complete a papery and examine the automatic digital intelligent extraction conversion of examining report, deposit
Put.
Step 7: user detects cloud platform reception data by PC ends or mobile terminal by examining, monitoring service process,
Check, inspection examining report downloaded, for examining detection service to provide evaluation.
In a particular embodiment, the pretreatment of the file content picture is specifically included：
Picture is changed into black white image using binaryzation, background and target area is made a distinction, background is reduced to character
The interference of processing procedure, sets T to represent the threshold value in binarization, and when carrying out binaryzation, the gray value of picture is less than this
Individual threshold value is then set to 0, and 1 is put when more than threshold value；
Original image is set as f (x, y), its binaryzation formula is：
In formula：
X, y are x-axis on pixel coordinate on image, and the position of y-axis, origin is that the most lower left corner, i.e. x are represented from the left side to the right
X-th of pixel, y represents upward y-th of pixel from following；
F (x, y) is the original gray value in pixel coordinate (x, y) position on image, and span is between 0-1；
G (x, y) is the binaryzation gray value of pixel coordinate (x, y) position on image, and span is 0,1；
Denoising is carried out after image binaryzation, for the small pixel noise possessed in image, the side added up using gray scale
Method is removed：
Step (1)：The gray value of each each pixel of row is added up, and there was only 1 and 0 two kind of value in the gray value of pixel, if
Image is M*N matrix：
In formula：
M：For sum of all pixels of the image on y-coordinate axle；
N：For sum of all pixels of the image on x coordinate axle；
i：For the i-th row of image pixel matrix, i spans are 1 to N；
j：For the jth row of image pixel matrix, j spans are 1 to M；
P (i) is the cumulative sum of gray value of the i-th row of image pixel matrix；
G (j, i) is the binaryzation gray value of pixel coordinate (j, i) position on image, that is, corresponds to (j, i) coordinate points and pass through two
Value formula calculates obtained result, and its span is 0 or 1；
Step (2)：P (i) value is judged, if P (i)=1 or 2, g (j, i)=0, wherein j=1,2 ... .M, no
Then, g (j, i) keeps constant；
For the noise of the small area in image, eliminated using the method for connected region.
Invention additionally discloses a kind of one-stop detection service system of hand-held, including the PC ends that use of user terminal or movement
End, the system include hand-held wisdom mobile terminal and examine detection cloud platform, the user terminal respectively with hand-held wisdom
Mobile terminal, inspection detection cloud platform set up wireless data transmission connection, wherein, the hand-held wisdom mobile terminal includes micro-
Built-in capture reference block function in controller, display, taking module, optical sensor, illuminating lamp and the microcontroller
Module, capture central point function of reference module and capture effect displaying functional module；Hand-held wisdom mobile terminal is at user
Sample message is obtained by way of barcode scanning is sampled；Hand-held wisdom mobile terminal is examining acquisition examining report at testing agency
Information, carries out the scanning, structuring conversion, storage of examining report, sample confirmation in records tests detection process, sample detection,
The state uploaded is reported, detection relevant criterion correlation inquiry of testing；It is described to examine detection cloud platform to include server sum
According to storehouse, in addition to the detection service being arranged in server browses and bought module, detection demand release module, examines detection clothes
Business tracking module, supply and demand matching module, OCR automatic identifications module, testing agency's management module, detection and are known order management module
Know database management module.
In a particular embodiment, detection order management mould is also set up in the microcontroller of the hand-held wisdom mobile terminal
Block, barcode scanning management module, testing agency's management module and examining report management module.
Capture fundamental diagram is aided in as shown in figure 1, in acquisition testing report information, hand-held wisdom mobile terminal root
Illuminating lamp is automatically turned on according to the bright dark degree of capture ambient light, capture reference block is shown by programme-control on a display screen, taken
Inconocenter reference point and capture effect situation, ensure the examining report image for obtaining and meeting definition requirement.
Embodiments of the present invention are explained in detail above in conjunction with accompanying drawing, but the present invention is not limited to above-mentioned implementation
Mode, can also be on the premise of present inventive concept not be departed from the knowledge that those of ordinary skill in the art possess
Make a variety of changes.The above described is only a preferred embodiment of the present invention, not making any formal limit to the present invention
System, although the present invention is disclosed above with preferred embodiment, but is not limited to the present invention, any to be familiar with this professional skill
Art personnel, without departing from the scope of the present invention, when the technology contents using the disclosure above make it is a little change or
The equivalent embodiment of equivalent variations is modified to, as long as being that, without departing from technical solution of the present invention content, the technology according to the present invention is real
Matter, within the spirit and principles in the present invention, any simple modification, equivalent substitution and the improvement made to above example
Deng still falling within the protection domain of technical solution of the present invention.
Claims (7)
1. a kind of one-stop detection service method of hand-held, it is characterised in that include the step of methods described：
Step 1: user examines detection service request by PC ends or mobile terminal to examining detection cloud platform to send；
Step 2: examining after the inspection detection service request that detection cloud platform receives user, according to the number for examining detection cloud platform
According to storage information in storehouse, to examining testing agency's resource and examining detection service request to carry out supply and demand matching；
Step 3: examining detection cloud platform to feed back matching result, inspection of the user to being matched to the PC ends of user or mobile terminal
Detection scheme is tested to be confirmed；
Step 4: at user, barcode scanning sampling is carried out using hand-held wisdom mobile terminal；
Step 5: examining at testing agency, using hand-held wisdom mobile terminal records process status, including barcode scanning work(is enabled
Can carry out sample barcode scanning sign for, sample barcode scanning detection；
Step 6: examining at testing agency, examine examining report using hand-held wisdom mobile scanning terminal papery and upload,
Structuring conversion, storage are carried out simultaneously；
Step 7: user detects cloud platform reception data by PC ends or mobile terminal by examining, monitoring service process, check,
Download and examine examining report, for examining detection service to provide evaluation.
2. a kind of one-stop detection service method of hand-held as claimed in claim 1, it is characterised in that the tool of the step 6
Body process includes：
601st, examine detection cloud platform to receive after the file content picture that hand-held wisdom mobile terminal is sent, start OCR figures
As Text region transition service, the word that forming computer can recognize is stored in background data base, and returns to operation knot
Fruit gives hand-held wisdom mobile terminal；
602nd, hand-held wisdom mobile terminal is carried over the display after the result feedback for examining detection cloud platform is received
Show, and wait capture again to operate, if backstage recognizes operation failure, terminal notifying capture again；
603rd, repeat the above steps, complete the conversion of automatic digital intelligent extraction, storage that a papery examines examining report.
3. a kind of one-stop detection service method of hand-held as claimed in claim 2, it is characterised in that the step 601 is also
Including：
The document classification numbering of document is identified in the Quick Response Code for the corner location specified from picture；
The correspondence parsing template for reading and setting is numbered according to the document classification of document；
File content picture is carried out to the pretreatment of image gray processing, binaryzation, noise removal, slant correction；
Pretreated file content picture is subjected to printed page analysis, Character segmentation, character recognition, space of a whole page recovery；
Rule according to parsing template identifies the text information in file content picture, the place of text information after then carrying out
Reason, check and correction.
4. a kind of one-stop detection service method of hand-held as claimed in claim 2 or claim 3, it is characterised in that in the file
The pretreatment for holding picture is specifically included：
Picture is changed into black white image using binaryzation, background and target area is made a distinction, background is reduced to character processing
The interference of process, sets T to represent the threshold value in binarization, and when carrying out binaryzation, the gray value of picture is less than this threshold
Value is then set to 0, and 1 is put when more than threshold value；
Original image is set as f (x, y), its binaryzation formula is：
In formula：
X, y are x-axis on pixel coordinate on image, the position of y-axis, and origin is that the most lower left corner, i.e. x represent from the left side xth to the right
Individual pixel, y represents upward y-th of pixel from following；
F (x, y) is the original gray value in pixel coordinate (x, y) position on image, and span is between 0-1；
G (x, y) is the binaryzation gray value of pixel coordinate (x, y) position on image, and span is 0,1；
Denoising is carried out after image binaryzation, for the small pixel noise possessed in image, the method added up using gray scale is entered
Row is removed：
Step (1)：The gray value of each each pixel of row is added up, and there was only 1 and 0 two kind of value in the gray value of pixel, if image
For M*N matrix：
In formula：
M：For sum of all pixels of the image on y-coordinate axle；
N：For sum of all pixels of the image on x coordinate axle；
i：For the i-th row of image pixel matrix, i spans are 1 to N；
j：For the jth row of image pixel matrix, j spans are 1 to M；
P (i) is the cumulative sum of gray value of the i-th row of image pixel matrix；
G (j, i) is the binaryzation gray value of pixel coordinate (j, i) position on image, that is, corresponds to (j, i) coordinate points and pass through binaryzation
Formula calculates obtained result, and its span is 0 or 1；
Step (2)：Judge P (i) value, if P (i)=1 or 2, g (j, i)=0, wherein j=1,2 ... .M, otherwise, g
(j, i) keeps constant；
For the noise of the small area in image, eliminated using the method for connected region.
5. a kind of one-stop detection service system of hand-held, including the PC ends or mobile terminal that user terminal is used, it is characterised in that：
The system includes hand-held wisdom mobile terminal and examines detection cloud platform, and the user terminal is moved with hand-held wisdom respectively
Terminal, inspection detection cloud platform set up wireless data transmission connection, wherein,
The hand-held wisdom mobile terminal includes microcontroller, display, taking module, optical sensor, illuminating lamp and institute
State capture reference block functional module, capture central point function of reference module and capture effect displaying function built-in in microcontroller
Module；
Hand-held wisdom mobile terminal obtains sample message at user by way of barcode scanning is sampled；The movement of hand-held wisdom is eventually
Examining acquisition examining report information at testing agency, scanning, structuring conversion, the storage, records tests of row examining report in end
The state that sample confirmation, sample detection, report are uploaded in detection process, detection relevant criterion correlation inquiry of testing；
It is described examine detection cloud platform include server and database, in addition to the detection service being arranged in server browse and
Buy module, detection demand release module, examine detection service tracking module, supply and demand matching module, OCR automatic identifications module,
Testing agency's management module, detection order management module and knowledge base management module.
6. a kind of one-stop detection service system of hand-held as claimed in claim 5, it is characterised in that：The hand-held wisdom
Detection order management module, barcode scanning management module, testing agency's management module and inspection are also set up in the microcontroller of mobile terminal
Observe and predict announcement management module.
7. a kind of one-stop detection service system of hand-held as claimed in claim 5, it is characterised in that：In acquisition testing report
During information, hand-held wisdom mobile terminal automatically turns on illuminating lamp according to the bright dark degree of capture ambient light, leads on a display screen
Cross programme-control and show capture reference block, capture center reference point and capture effect situation, ensure that acquisition meets definition requirement
Examining report image.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108226689A (en) * | 2017-12-29 | 2018-06-29 | 安徽科硕智谷信息科技有限公司 | A kind of wisdom factory personnel flow detector and detection method |
| CN109523235A (en) * | 2018-11-14 | 2019-03-26 | 合肥智慧联接科技有限公司 | A kind of big data detection cloud platform |
| CN111008854A (en) * | 2019-12-06 | 2020-04-14 | 广州广检纺织服装服饰检测研究院有限公司 | Method and system for rapidly learning product quality based on two-dimensional code technology |
| CN112990746A (en) * | 2021-04-01 | 2021-06-18 | 青海省育才工程技术咨询有限公司 | Cloud platform intelligent management system of inspection and detection mechanism |
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