CN107123116A - Based on cloud platform Full-automatic instrument detecting system and detection method - Google Patents
Based on cloud platform Full-automatic instrument detecting system and detection method Download PDFInfo
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- CN107123116A CN107123116A CN201710278856.9A CN201710278856A CN107123116A CN 107123116 A CN107123116 A CN 107123116A CN 201710278856 A CN201710278856 A CN 201710278856A CN 107123116 A CN107123116 A CN 107123116A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
- G06T7/001—Industrial image inspection using an image reference approach
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
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Abstract
Based on cloud platform Full-automatic instrument detecting system and detection method, belong to image procossing and automatic detection field.Solving existing detection technique can not detect to polytype instrument, and can carry out the device that polytype instrument is detected, the problem of detection efficiency is low.Image information of the invention by gathering instrument to be detected under original state, determine the model of instrument to be detected, corresponding program can be called according to the model of instrument to be detected, detected to treat instrumentation, instrument to be detected makes corresponding action according to detection instruction, the image information of the instrument of corresponding actions is made in the detection of instrument automatic detection device, and characteristic value is extracted according to the image information, contrasted again according to this feature value with Standard Eigenvalue under the same instructions in instrument automatic detection device database, so that it is determined that whether instrument to be detected is qualified.Present invention is mainly used for instrument profile is detected.
Description
Technical field
The invention belongs to image procossing and automatic detection field.
Background technology
Existing detecting system can only individually be detected to a kind of instrument, and polytype instrument can not be examined
Survey, and the device that polytype instrument can be detected, it is many using the detection journey for manually calling respective type or model instrument
Sequence, easy generating program call error, so as to cause the problem of detection efficiency is low.
The content of the invention
The present invention is that polytype instrument can not be detected in order to solve existing detection technique, and can be carried out a variety of
The device that type of meter is detected, the problem of detection efficiency is low.Cloud platform Full-automatic instrument is based on the invention provides one kind
Detecting system and detection method.
Based on cloud platform Full-automatic instrument detecting system, the system includes：
Image detection device, for gathering image of the instrument to be detected in original state and detection state；
Instrument automatic detection device, is handled for the image to collection, obtains image in original state and detection shape
Characteristic value during state, and the model of instrument to be detected is determined according to characteristic value of the image in original state, according to image in inspection
Characteristic value during survey state judges whether instrument to be detected is qualified, and exports judged result；It is additionally operable to receive detection program, according to
The detection program, it is determined that detection instruction, and by the instrument to be detected of the detection instruction input to respective model；
Cloud database platform, the model for receiving the instrument to be detected determined, according to the type of the instrument to be detected of determination
Number corresponding detection program is called, and send the detection program.
Described image detection device is camera.
Based in cloud platform Full-automatic instrument detecting system, described is handled for the image to collection, is schemed
As the detailed process of the characteristic value in original state and detection state is：
First, binary conversion treatment is carried out to the image of the instrument to be detected of reception in original state and detection state, obtained
Obtain the contour images of instrument to be detected；Secondly, according to the contour images of instrument to be detected, the contour images are extracted in original state
Characteristic value during with detection state, so as to obtain the characteristic value of the image in original state and detection state.
It is described instrument to be detected to be judged according to characteristic value of the image in the state of detection whether qualified condition is：
Characteristic value of the image in the state of detection is compared with corresponding Standard Eigenvalue under each detection instruction, as a result phase
Together, it is determined that instrument to be detected is qualified.
It is described based on cloud platform Full-automatic instrument detecting system, in addition to wireless transmitter, and wireless transmitter
It is arranged between instrument automatic detection device and cloud database platform, model and detection for transmitting the instrument to be detected determined
Program.
Based on cloud platform Full-automatic instrument detection method, this method comprises the following steps：
The step of for gathering image of the instrument to be detected in original state and detection state；
Handled for the image to collection, obtain characteristic value of the image in original state and detection state, and root
The model of instrument to be detected is determined according to characteristic value of the image in original state, is sentenced according to characteristic value of the image in the state of detection
Whether instrument to be detected of breaking is qualified, and the step of export judged result；
It is additionally operable to receive detection program, according to the detection program, it is determined that detection instruction, and by the detection instruction input to phase
The step of answering the instrument to be detected of model；
Cloud database platform, the model for receiving the instrument to be detected determined, according to the type of the instrument to be detected of determination
The step of number calling corresponding detection program, and send the detection program.
The beneficial effect that the present invention is brought is, by gathering the image information of instrument to be detected under original state, it is determined that treating
The model of instrumentation, can call corresponding program according to the model of instrument to be detected, be detected, treated to treat instrumentation
Instrumentation makes corresponding action according to detection instruction, and the figure of the instrument of corresponding actions is made in the detection of instrument automatic detection device
Characteristic value is extracted as information, and according to the image information, again according in this feature value and instrument automatic detection device database
Same instructions under Standard Eigenvalue contrast, so that it is determined that whether instrument to be detected qualified.
In whole detection process, the process for being called command adapted thereto according to the model of instrument is intellectualized operation, nobody
For action, accurately, fast response time, the precision of detection is high for caller, can carry out intellectualized detection to polytype instrument.
Brief description of the drawings
Fig. 1 is the principle schematic of the present invention based on cloud platform Full-automatic instrument detecting system.
Embodiment
Embodiment one：Illustrate present embodiment referring to Fig. 1, it is complete based on cloud platform instrument described in present embodiment
Automatic checkout system, the system includes：
Image detection device 1, for gathering image of the instrument 5 to be detected in original state and detection state；
Instrument automatic detection device 2, is handled for the image to collection, obtains image in original state and detection shape
Characteristic value during state, and the model of instrument 5 to be detected is determined according to characteristic value of the image in original state, according to image in inspection
Characteristic value during survey state judges whether instrument 5 to be detected is qualified, and exports judged result；It is additionally operable to receive detection program, root
According to the detection program, it is determined that detection instruction, and by the instrument to be detected 5 of the detection instruction input to respective model；
Cloud database platform, the model for receiving the instrument to be detected 5 determined, according to the instrument to be detected 5 of determination
Model calls corresponding detection program, and sends the detection program.
Present embodiment, it is of the present invention to be based on cloud platform Full-automatic instrument detecting system, can be according to instrument 5 to be detected
Model call corresponding program, detected to treat instrumentation 5, instrument 5 to be detected according to detection instruction make accordingly
Action, instrument automatic detection device 2 detect make corresponding actions instrument image information, and according to the image information extract
Characteristic value, does pair again according to Standard Eigenvalue under the same instructions in this feature value and the database of instrument automatic detection device 2
Than so that it is determined that whether instrument to be detected 5 is qualified.
In whole detection process, the process for being called command adapted thereto according to the model of instrument is intellectualized operation, nobody
For action, accurately, fast response time, the precision of detection is high for caller, can carry out intellectualized detection to polytype instrument.
Embodiment two：Illustrate present embodiment referring to Fig. 1, present embodiment with described in embodiment one
Difference based on cloud platform Full-automatic instrument detecting system is that described image detection device 1 is camera.
Present embodiment, image detection device 1 realizes that cost performance is high using camera.
Embodiment three：Illustrate present embodiment referring to Fig. 1, present embodiment with described in embodiment one
Difference based on cloud platform Full-automatic instrument detecting system is that described characteristic value is instrument profile, pointer shape and scale
Plate-like state.
Embodiment four：Illustrate present embodiment referring to Fig. 1, present embodiment with described in embodiment one
Difference based on cloud platform Full-automatic instrument detecting system is that described is handled for the image to collection, is schemed
As the detailed process of the characteristic value in original state and detection state is：
First, binary conversion treatment is carried out to the image of the instrument to be detected 5 of reception in original state and detection state, obtained
Obtain the contour images of instrument 5 to be detected；Secondly, according to the contour images of instrument 5 to be detected, the contour images are extracted in initial shape
Characteristic value when state and detection state, so as to obtain the characteristic value of the image in original state and detection state.
Present embodiment, the processing procedure of image information is simple, and operand is small, and processing speed is fast.
Embodiment five：Illustrate present embodiment referring to Fig. 1, present embodiment with described in embodiment one
Difference based on cloud platform Full-automatic instrument detecting system is, described to be judged according to characteristic value of the image in the state of detection
The whether qualified condition of instrument 5 to be detected is：
Characteristic value of the image in the state of detection is compared with corresponding Standard Eigenvalue under each detection instruction, as a result phase
Together, it is determined that instrument 5 to be detected is qualified.
Embodiment six：Illustrate present embodiment referring to Fig. 1, present embodiment with described in embodiment one
Difference based on cloud platform Full-automatic instrument detecting system is, in addition to wireless transmitter 3, and wireless transmitter 3 is set
Put between instrument automatic detection device 2 and cloud database platform, model and detection for transmitting the instrument to be detected 5 determined
Program.
Embodiment seven：Described in present embodiment based on cloud platform Full-automatic instrument detection method, this method bag
Include following steps：
The step of for gathering image of the instrument 5 to be detected in original state and detection state；
Handled for the image to collection, obtain characteristic value of the image in original state and detection state, and root
The model of instrument 5 to be detected is determined according to characteristic value of the image in original state, according to characteristic value of the image in the state of detection
The step of judging whether instrument 5 to be detected is qualified, and export judged result；
It is additionally operable to receive detection program, according to the detection program, it is determined that detection instruction, and by the detection instruction input to phase
The step of answering instrument to be detected 5 of model；
Cloud database platform, the model for receiving the instrument to be detected 5 determined, according to the instrument to be detected 5 of determination
Model calls corresponding detection program, and the step of send the detection program.
Present embodiment, during specific processing, by gathering the image information of instrument 5 to be detected under original state,
The model of instrument 5 to be detected is determined, corresponding program can be called according to the model of instrument 5 to be detected, entered to treat instrumentation 5
Row detection, instrument 5 to be detected makes corresponding action according to detection instruction, and the detection of instrument automatic detection device 2 is made corresponding dynamic
The image information of the instrument of work, and characteristic value is extracted according to the image information, again according to this feature value and instrument automatic detection
Standard Eigenvalue is contrasted under same instructions in the database of device 2, so that it is determined that whether instrument to be detected 5 is qualified.
Embodiment eight：Present embodiment described in embodiment seven based on cloud platform Full-automatic instrument with being examined
The difference of survey method is that described characteristic value is instrument profile, pointer shape and dial state.
Embodiment nine：Present embodiment described in embodiment seven based on cloud platform Full-automatic instrument with being examined
The difference of survey method is that described is handled for the image to collection, obtains image in original state and detection state
When the detailed process of characteristic value be：
First, binary conversion treatment is carried out to the image of the instrument to be detected 5 of reception in original state and detection state, obtained
Obtain the contour images of instrument 5 to be detected；Secondly, according to the contour images of instrument 5 to be detected, the contour images are extracted in initial shape
Characteristic value when state and detection state, so as to obtain the characteristic value of the image in original state and detection state.
Embodiment ten：Present embodiment described in embodiment seven based on cloud platform Full-automatic instrument with being examined
The difference of survey method is, described to judge whether instrument 5 to be detected is qualified according to characteristic value of the image in the state of detection
Condition is：
Characteristic value of the image in the state of detection is compared with corresponding Standard Eigenvalue under each detection instruction, as a result phase
Together, it is determined that instrument 5 to be detected is qualified.
Claims (10)
1. based on cloud platform Full-automatic instrument detecting system, it is characterised in that the system includes：
Image detection device (1), for gathering image of the instrument to be detected (5) in original state and detection state；
Instrument automatic detection device (2), is handled for the image to collection, obtains image in original state and detection state
When characteristic value, and the model of instrument to be detected (5) is determined according to characteristic value of the image in original state, according to image in inspection
Characteristic value during survey state judges whether instrument to be detected (5) is qualified, and exports judged result；It is additionally operable to receive detection program,
According to the detection program, it is determined that detection instruction, and by the instrument to be detected (5) of the detection instruction input to respective model；
Cloud database platform, the model for receiving the instrument to be detected (5) determined, according to the instrument to be detected (5) of determination
Model calls corresponding detection program, and sends the detection program.
2. according to claim 1 be based on cloud platform Full-automatic instrument detecting system, it is characterised in that described image inspection
It is camera to survey device (1).
3. according to claim 1 be based on cloud platform Full-automatic instrument detecting system, it is characterised in that described characteristic value
For instrument profile, pointer shape and dial state.
4. according to claim 1 be based on cloud platform Full-automatic instrument detecting system, it is characterised in that described to be used for pair
The image of collection is handled, and the detailed process for obtaining characteristic value of the image in original state and detection state is：
First, binary conversion treatment is carried out to the image of the instrument to be detected (5) of reception in original state and detection state, obtained
The contour images of instrument (5) to be detected；Secondly, according to the contour images of instrument to be detected (5), the contour images are extracted initial
Characteristic value when state and detection state, so as to obtain the characteristic value of the image in original state and detection state.
5. according to claim 1 be based on cloud platform Full-automatic instrument detecting system, it is characterised in that described according to figure
As the characteristic value in the state of detection judges instrument to be detected (5), whether qualified condition is：
Characteristic value of the image in the state of detection is compared with corresponding Standard Eigenvalue under each detection instruction, it is as a result identical,
Then determine that instrument to be detected (5) is qualified.
6. according to claim 1 be based on cloud platform Full-automatic instrument detecting system, it is characterised in that also including wireless receipts
Transmitting apparatus (3), and wireless transmitter (3) is arranged between instrument automatic detection device (2) and cloud database platform, for passing
The model and detection program of the instrument to be detected (5) of defeated determination.
7. based on cloud platform Full-automatic instrument detection method, it is characterised in that this method comprises the following steps：
The step of for gathering image of the instrument to be detected (5) in original state and detection state；
Handled for the image to collection, obtain characteristic value of the image in original state and detection state, and according to figure
As the characteristic value in original state determines the model of instrument to be detected (5), sentenced according to characteristic value of the image in the state of detection
Whether instrument (5) to be detected of breaking is qualified, and the step of export judged result；
It is additionally operable to receive detection program, according to the detection program, it is determined that detection instruction, and by the detection instruction input to corresponding type
Number instrument to be detected (5) the step of；
Cloud database platform, the model for receiving the instrument to be detected (5) determined, according to the instrument to be detected (5) of determination
Model calls corresponding detection program, and the step of send the detection program.
8. according to claim 7 be based on cloud platform Full-automatic instrument detection method, it is characterised in that described characteristic value
For instrument profile, pointer shape and dial state.
9. according to claim 7 be based on cloud platform Full-automatic instrument detection method, it is characterised in that described to be used for pair
The image of collection is handled, and the detailed process for obtaining characteristic value of the image in original state and detection state is：
First, binary conversion treatment is carried out to the image of the instrument to be detected (5) of reception in original state and detection state, obtained
The contour images of instrument (5) to be detected；Secondly, according to the contour images of instrument to be detected (5), the contour images are extracted initial
Characteristic value when state and detection state, so as to obtain the characteristic value of the image in original state and detection state.
10. according to claim 7 be based on cloud platform Full-automatic instrument detection method, it is characterised in that described basis
Characteristic value of the image in the state of detection judges instrument to be detected (5), and whether qualified condition is：
Characteristic value of the image in the state of detection is compared with corresponding Standard Eigenvalue under each detection instruction, it is as a result identical,
Then determine that instrument to be detected (5) is qualified.
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Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7412235B2 (en) * | 2003-09-05 | 2008-08-12 | Itron, Inc. | System and method for fast detection of specific on-air data rate |
| CN103528617A (en) * | 2013-09-27 | 2014-01-22 | 中国人民解放军空军工程大学 | Cockpit instrument automatic recognizing and detecting method and device |
| CN104199453A (en) * | 2014-09-27 | 2014-12-10 | 江苏华宏实业集团有限公司 | Intelligent robot used for inspecting electric power meter |
| CN104408788A (en) * | 2014-09-27 | 2015-03-11 | 江苏华宏实业集团有限公司 | Inspection tour method for electric power instrument |
| CN105162250A (en) * | 2015-08-27 | 2015-12-16 | 许继集团有限公司 | Energy efficiency service cloud terminal and energy efficiency service management system for power consumer |
| CN105547587A (en) * | 2016-01-16 | 2016-05-04 | 德杉科技（北京）有限公司 | Pressure instrument calibration system based on cloud platform |
| CN105700458A (en) * | 2016-03-25 | 2016-06-22 | 航天科技控股集团股份有限公司 | Automotive instrument intelligent testing device based on PLC control |
| CN105865730A (en) * | 2016-03-24 | 2016-08-17 | 航天科技控股集团股份有限公司 | Adaptive tuning vibration table and detection method |
| CN105913095A (en) * | 2016-05-17 | 2016-08-31 | 杭州申昊科技股份有限公司 | Instrument recognition method for transformer substation patrol inspection robot |
-
2017
- 2017-04-25 CN CN201710278856.9A patent/CN107123116A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7412235B2 (en) * | 2003-09-05 | 2008-08-12 | Itron, Inc. | System and method for fast detection of specific on-air data rate |
| CN103528617A (en) * | 2013-09-27 | 2014-01-22 | 中国人民解放军空军工程大学 | Cockpit instrument automatic recognizing and detecting method and device |
| CN104199453A (en) * | 2014-09-27 | 2014-12-10 | 江苏华宏实业集团有限公司 | Intelligent robot used for inspecting electric power meter |
| CN104408788A (en) * | 2014-09-27 | 2015-03-11 | 江苏华宏实业集团有限公司 | Inspection tour method for electric power instrument |
| CN105162250A (en) * | 2015-08-27 | 2015-12-16 | 许继集团有限公司 | Energy efficiency service cloud terminal and energy efficiency service management system for power consumer |
| CN105547587A (en) * | 2016-01-16 | 2016-05-04 | 德杉科技（北京）有限公司 | Pressure instrument calibration system based on cloud platform |
| CN105865730A (en) * | 2016-03-24 | 2016-08-17 | 航天科技控股集团股份有限公司 | Adaptive tuning vibration table and detection method |
| CN105700458A (en) * | 2016-03-25 | 2016-06-22 | 航天科技控股集团股份有限公司 | Automotive instrument intelligent testing device based on PLC control |
| CN105913095A (en) * | 2016-05-17 | 2016-08-31 | 杭州申昊科技股份有限公司 | Instrument recognition method for transformer substation patrol inspection robot |
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Application publication date: 20170901 |