CN109884068A - A kind of work pieces process detection system and application method based on 3-dimensional image technology - Google Patents

A kind of work pieces process detection system and application method based on 3-dimensional image technology Download PDF

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CN109884068A
CN109884068A CN201910121214.7A CN201910121214A CN109884068A CN 109884068 A CN109884068 A CN 109884068A CN 201910121214 A CN201910121214 A CN 201910121214A CN 109884068 A CN109884068 A CN 109884068A
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display device
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谢桂芬
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Abstract

The invention discloses a kind of work pieces process detection systems based on 3-dimensional image technology, including data monitoring module, 3-D scanning module, three-dimensional presentation module, database, cloud service platform, alarm module and intelligent terminal, data monitoring module includes temperature monitoring unit, humidity-monitoring unit, video surveillance unit and operational monitoring unit, and it includes three-dimensional display unit and image toning unit that module, which is presented, in three-dimensional;The system can be monitored operating status, temperature and humidity and the video data of three dimensional data collection equipment and three-dimensional display device, data can be analyzed and processed and be compared, 3-dimensional image can be adjusted according to the flaw location information of workpieces processing, the flaw position of workpieces processing is highlighted, Inspection and maintenance can be carried out to equipment in time, understand the detection data of workpieces processing in time;The work pieces process detection system application method based on 3-dimensional image technology that the present invention also provides a kind of, it is easy to operate, convenient for promoting.

Description

A kind of work pieces process detection system and application method based on 3-dimensional image technology
Technical field
The present invention relates to 3-dimensional image detection technique field, specially a kind of work pieces process inspection based on 3-dimensional image technology Examining system and application method.
Background technique
3-dimensional image is exactly that the image seen of people's right and left eyes is in fact not fully identical, especially in observation short distance scene When, the picture that right and left eyes are seen has larger aberration, this is because about 6 centimetres of spacing between people two.One can be passed through A simple experiment has held a cup to examine, what right and left eyes were seen is that cup is different in fact to experience this details Side and different backgrounds, two different real images enter brain by retina, and then people just obtains the " three-dimensional print in space As ".
The application field of 3 D stereoscopic image technology is quite wide, specifically includes that 3D film post-production, 3D animation system Make, digital city construction, propaganda film, virtual emulation, phantom imaging, three-dimensional movie theatre construction, 3D game making, display and demonstration, greatly Type tour activity, 3D teaching, the fields such as 3D imaging of medical.So far, stereopsis HD digitized manufacturing system process is thoroughly got through, no Which kind of, by you with high-definition camera, right and left eyes stereoscopic picture plane can be recorded on magnetic tape reel, right and left eyes picture can synchronize Stereopsis manufacturing system is uploaded to, the post-production of stereopsis is precisely accomplished, it, can then on synchronous recording to magnetic tape reel Easily to carry out the storage and transmitting of three-dimensional program, three-dimensional program playback is carried out with also can be convenient.
With the continuous development of 3-dimensional image technology, also begin to use 3-dimensional image skill in the detection to Precision Machining workpiece Art is detected.But to three dimensional data collection equipment in the current existing workpieces processing detection system based on 3-dimensional image technology Monitoring it is not comprehensive, the operation conditions of three dimensional data collection equipment can not be understood in time, in addition, 3-dimensional image present process In, it is only simple that 3-dimensional image is presented, without the flaw position of workpieces processing to be marked, it is not easy to observe Detection.
Summary of the invention
The technical problem to be solved by the present invention is to overcome the existing defects, provides a kind of workpiece based on 3-dimensional image technology Detection system and application method are processed, the problems in background technique can be effectively solved.
To achieve the above object, the invention provides the following technical scheme: a kind of work pieces process based on 3-dimensional image technology Detection system, including data monitoring module, 3-D scanning module, three-dimensional presentation module, database, cloud service platform, warning mould Block and intelligent terminal, the data monitoring module, the 3-D scanning module, it is described it is three-dimensional present module, the database and The output end of the intelligent terminal is connect with the input terminal of the cloud service platform respectively, the output end of the cloud service platform Module, the alarm module and the intelligence is presented with the data monitoring module, the 3-D scanning module, the three-dimensional respectively The input terminal connection of energy terminal, the output end of the data monitoring module are in the 3-D scanning module and the three-dimensional respectively The input terminal connection of existing module, the 3-D scanning module and the three-dimensional output end that module is presented respectively with the data The input terminal of monitoring modular connects, and the data monitoring module includes temperature monitoring unit, humidity-monitoring unit, video surveillance list Member and operational monitoring unit, the 3-D scanning module include image acquisition units, image processing unit and three-dimensional imaging unit, The three-dimensional module that presents includes three-dimensional display unit and image toning unit, and the cloud service platform includes central processing list Member, information transmit-receive unit, storage unit and execution unit, the intelligent terminal include display unit and input unit.
As a preferred technical solution of the present invention, the intelligent terminal is smart phone, tablet computer or networking Other smart machines such as computer.
As a preferred technical solution of the present invention, the temperature monitoring unit, the humidity-monitoring unit and described Video surveillance unit is respectively arranged on the outside of three dimensional data collection equipment and three-dimensional display device.
As a preferred technical solution of the present invention, the alarm module includes warning lamp and buzzer, and the police Show that lamp and the buzzer are set on the outside of three dimensional data collection equipment and three-dimensional display device and inside control room.
As a preferred technical solution of the present invention, the operational monitoring unit respectively with three dimensional data collection equipment and Three-dimensional display device connection.
As a preferred technical solution of the present invention, the storage unit includes cloud storage space and locally-stored device.
The invention also provides a kind of application methods of work pieces process detection system based on 3-dimensional image technology, including with Lower step:
S1. user is by the input unit open system of the intelligent terminal, and the intelligent terminal is to the cloud service Platform sends instruction;
S2. after the cloud service platform receives instruction, operating system, the operational monitoring unit in the data monitoring module The operating status of three dimensional data collection equipment and three-dimensional display device is monitored, the temperature monitoring unit is to three-dimensional data The temperature data of acquisition equipment and three-dimensional display device is monitored, the humidity-monitoring unit to three dimensional data collection equipment and The humidity data of three-dimensional display device is monitored, and the video surveillance unit sets three dimensional data collection equipment and three-dimensional presentation It is standby to carry out video surveillance, and send monitoring data to cloud service platform;
S3. the cloud service platform adopts the video data received, temperature monitoring data, humidity detection data and three-dimensional data Collection equipment and three-dimensional display device operational monitoring data are analyzed and processed by the central processing unit;
S4. the described image acquisition unit in the 3-D scanning module can carry out image data acquiring to workpieces processing, described Image processing unit can be handled acquired image data, and the three-dimensional imaging unit can will treated image data Three-dimensional imaging processing is carried out, and three-dimensional imaging data is sent to the cloud service platform, the central processing list by treated Member is analyzed and processed;
S5. the cloud service platform adopts the normal three-dimensional image data and three-dimensional data of workpieces processing out of described database Collection equipment and three-dimensional display device normal data extract, then by after Data Analysis Services three dimensional data collection equipment and Three-dimensional display device result is compared with three dimensional data collection equipment and three-dimensional display device normal data, can determine whether three dimensions Whether the ambient conditions according to acquisition equipment or three-dimensional display device is reasonable, can determine whether that three dimensional data collection equipment or three-dimensional present are set Whether standby operating status is reasonable, can determine whether three dimensional data collection equipment or three-dimensional display device appearance are damaged, and guarantees three Dimension data acquire equipment and three-dimensional display device can normal use, then by workpieces processing treated three-dimensional imaging data with plus The normal three-dimensional image data of work workpiece compares, and judges that workpieces processing whether there is flaw, will by the storage unit Data comparison result is stored, and then sends data comparison result to the intelligent terminal;
It S6., can be to the warning mould when comparing result shows three dimensional data collection equipment or three-dimensional display device occurs abnormal Block is assigned instruction and is warned, and by sending the intelligent terminal for problem device, the intelligent terminal passes through the display Unit is shown that user checks the information of three dimensional data collection equipment or three-dimensional display device, arrive phase according to comparing result The three dimensional data collection equipment answered or three-dimensional display device set-down location, carry out three dimensional data collection equipment or three-dimensional display device Maintenance, and can assign again instruction to the cloud service platform by the intelligent terminal, the cloud service platform is to the police Show that module is warned, and searches three dimensional data collection equipment of problems or three-dimensional display device convenient for being accurately positioned;
S7. after three dimensional data collection equipment or the maintenance of three-dimensional display device, the cloud service platform is by the data information after maintenance It uploads on the database, user can check related data by the intelligent terminal;
S8. when comparing result shows that flaw occurs in workpieces processing, the cloud service platform can assign finger to the alarm module Order is warned, and flaw position is marked, and the flaw location information of workpieces processing and label is sent to the three-dimensional Exposure module, the three-dimensional display unit show the 3-dimensional image of workpieces processing, and the image toning unit is according to connecing 3-dimensional image is adjusted in the flaw location information of the label received, and the flaw position of workpieces processing is highlighted.
Compared with prior art, the beneficial effects of the present invention are:
1, the present invention, can be to the operating status of three dimensional data collection equipment and three-dimensional display device by setting data monitoring module Be monitored, can data of the Temperature and Humidity module to three dimensional data collection equipment and three-dimensional display device and video data be monitored, and Transfer data to cloud service platform.
2, the present invention is mixed colours unit by setting image, can according to the flaw location information of workpieces processing to 3-dimensional image into Row is adjusted, and the flaw position of workpieces processing is highlighted.
3, the present invention can be analyzed and processed data by setting cloud service platform and database, and by workpieces processing Normal three-dimensional image data and three dimensional data collection equipment and three-dimensional display device normal data extract, with three-dimensional figure Monitoring data as acquiring data and three dimensional data collection equipment and three-dimensional display device compare, and can save comparing result And it is sent to intelligent terminal.
4, the present invention can control system by setting intelligent terminal, the comparing result that can be sent to basis, and When Inspection and maintenance is carried out to corresponding three dimensional data collection equipment and three-dimensional display device, understand the testing number of workpieces processing in time According to.
Detailed description of the invention
Fig. 1 is connection schematic diagram of the present invention.
In figure: 1, data monitoring module;2,3-D scanning module;3, three-dimensional that module is presented;4, database;5, cloud service is flat Platform;6, alarm module;7, intelligent terminal;8, temperature monitoring unit;9, humidity-monitoring unit;10, video surveillance unit;11, it transports Row monitoring unit;12, image acquisition units;13, image processing unit;14, three-dimensional imaging unit;15, three-dimensional display unit; 16, image toning unit;17, central processing unit;18, information transmit-receive unit;19, storage unit;20, execution unit;21, it shows Show unit;22, input unit.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1, the present invention provides a kind of technical solution: a kind of work pieces process detection system based on 3-dimensional image technology System, including data monitoring module 1,3-D scanning module 2, three-dimensional presentation module 3, database 4, cloud service platform 5, alarm module 6 and intelligent terminal 7,3-D scanning module 2, three-dimensional the defeated of module 3, database 4 and intelligent terminal 7 is presented in data monitoring module 1 Outlet is connect with the input terminal of cloud service platform 5 respectively, the output end of cloud service platform 5 respectively with data monitoring module 1, three Dimension scan module 2, it is three-dimensional module 3 is presented, alarm module 6 is connected with the input terminal of intelligent terminal 7, data monitoring module 1 it is defeated Outlet is connect with 3-D scanning module 2 and the three-dimensional input terminal that module 3 is presented respectively, 3-D scanning module 2 and three-dimensional presentation mould The output end of block 3 is connect with the input terminal of data monitoring module 1 respectively, data monitoring module 1 include temperature monitoring unit 8, Humidity-monitoring unit 9, video surveillance unit 10 and operational monitoring unit 11,3-D scanning module 2 include image acquisition units 12, Image processing unit 13 and three-dimensional imaging unit 14, it includes three-dimensional display unit 15 and image toning unit that module 3, which is presented, in three-dimensional 16, cloud service platform 5 includes central processing unit 17, information transmit-receive unit 18, storage unit 19 and execution unit 20, and intelligence is eventually End 7 includes display unit 21 and input unit 22.
Carry out for the ease of user using in the present embodiment, it is preferred that intelligent terminal 7 be smart phone, tablet computer or Other smart machines such as person's Net-connected computer.
For the ease of carrying out data acquisition and monitoring, the present embodiment to three dimensional data collection equipment and three-dimensional display device In, it is preferred that temperature monitoring unit 8, humidity-monitoring unit 9 and video surveillance unit 10 are respectively arranged on three dimensional data collection and set On the outside of standby and three-dimensional display device.
For the ease of being warned to system user, in the present embodiment, it is preferred that alarm module 6 include warning lamp and Buzzer, and warning lamp and buzzer are set on the outside of three dimensional data collection equipment and three-dimensional display device and inside control room.
For the ease of carrying out operation detection to three dimensional data collection equipment and three-dimensional display device, in the present embodiment, preferably , operational monitoring unit 11 is connect with three dimensional data collection equipment and three-dimensional display device respectively.
For the ease of being stored to data, in the present embodiment, it is preferred that storage unit 19 includes cloud storage space and this Ground reservoir.
Its application method, comprising the following steps:
S1. user passes through 22 open system of input unit of intelligent terminal 7, and intelligent terminal 7 refers to the transmission of cloud service platform 5 It enables;
S2. after cloud service platform 5 receives instruction, operating system, the operational monitoring unit 11 in data monitoring module 1 is to three dimensions Be monitored according to the operating status of acquisition equipment and three-dimensional display device, temperature monitoring unit 8 to three dimensional data collection equipment and The temperature data of three-dimensional display device is monitored, and humidity-monitoring unit 9 is to three dimensional data collection equipment and three-dimensional display device Humidity data be monitored, video surveillance unit 10 carries out video prison to three dimensional data collection equipment and three-dimensional display device It surveys, and sends monitoring data to cloud service platform 5;
S3. cloud service platform 5 is by the video data received, temperature monitoring data, humidity detection data and three dimensional data collection Equipment and three-dimensional display device operational monitoring data are analyzed and processed by central processing unit 17;
S4. the image acquisition units 12 in 3-D scanning module 2 can carry out image data acquiring, image procossing list to workpieces processing Member 13 can be handled acquired image data, three-dimensional imaging unit 14 can will treated image data carries out it is three-dimensional at As processing, and by treated, three-dimensional imaging data is sent to cloud service platform 5, and central processing unit 17 is analyzed and processed;
S5. cloud service platform 5 is out of database 4 by the normal three-dimensional image data of workpieces processing and three dimensional data collection equipment Extracted with three-dimensional display device normal data, then by after Data Analysis Services three dimensional data collection equipment and three-dimensional be in Existing equipment result is compared with three dimensional data collection equipment and three-dimensional display device normal data, can determine whether three dimensional data collection Whether the ambient conditions of equipment or three-dimensional display device is reasonable, can determine whether the fortune of three dimensional data collection equipment or three-dimensional display device Whether row state is reasonable, can determine whether three dimensional data collection equipment or three-dimensional display device appearance are damaged, and guarantees three-dimensional data Acquire equipment and three-dimensional display device can normal use, then by workpieces processing treated three-dimensional imaging data and workpieces processing Normal three-dimensional image data compare, judge workpieces processing with the presence or absence of flaw, by storage unit 17 by data comparison As a result it is stored, then sends data comparison result to intelligent terminal 7;
It S6., can be under alarm module 6 when comparing result shows three dimensional data collection equipment or three-dimensional display device occurs abnormal It is warned up to instruction, by sending intelligent terminal 7 for problem device, intelligent terminal 7 is shown by display unit 21, User checks the information of three dimensional data collection equipment or three-dimensional display device, arrives corresponding three-dimensional data according to comparing result Equipment or three-dimensional display device set-down location are acquired, three dimensional data collection equipment or three-dimensional display device are safeguarded, and can lead to It crosses intelligent terminal 7 and assigns instruction again to cloud service platform 5, cloud service platform 5 is warned to alarm module 6, and convenient for standard True positioning searching three dimensional data collection equipment of problems or three-dimensional display device;
S7. after three dimensional data collection equipment or three-dimensional display device are safeguarded, cloud service platform 5 uploads the data information after maintenance Onto database 4, user can be checked related data by intelligent terminal 7;
S8. when comparing result shows that flaw occurs in workpieces processing, cloud service platform 5 can assign instruction to alarm module 6 and carry out Warning, and flaw position is marked, the flaw location information of workpieces processing and label is sent to three-dimensional exposure module 3, Three-dimensional display unit 15 shows the 3-dimensional image of workpieces processing, and image mixes colours unit 16 according to the flaw of the label received 3-dimensional image is adjusted in defect location information, and the flaw position of workpieces processing is highlighted.
The present invention, can be to the operation of three dimensional data collection equipment and three-dimensional display device by setting data monitoring module 1 State is monitored, can data of the Temperature and Humidity module to three dimensional data collection equipment and three-dimensional display device and video data supervise It surveys, and transfers data to cloud service platform 5;It, can be according to the flaw position of workpieces processing by setting image toning unit 16 3-dimensional image is adjusted in information, and the flaw position of workpieces processing is highlighted;By the way that 5 He of cloud service platform is arranged Database 4 can be analyzed and processed data, and the normal three-dimensional image data and three dimensional data collection of workpieces processing are set Standby and three-dimensional display device normal data extracts, and is in three-dimensional image acquisition data and three dimensional data collection equipment and three-dimensional The monitoring data of existing equipment compare, and can save comparing result and be sent to intelligent terminal 7;By the way that intelligent terminal 7 is arranged, System can be controlled, the comparing result that basis can be sent, in time to corresponding three dimensional data collection equipment and three-dimensional Display device carries out Inspection and maintenance, understands the detection data of workpieces processing in time.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding And modification, the scope of the present invention is defined by the appended.

Claims (7)

1. a kind of work pieces process detection system based on 3-dimensional image technology, including data monitoring module (1), 3-D scanning module (2), three-dimensional that module (3), database (4), cloud service platform (5), alarm module (6) and intelligent terminal (7) is presented, feature exists In: the data monitoring module (1), the 3-D scanning module (2), three-dimensional presentation module (3), the database (4) It is connect respectively with the input terminal of the cloud service platform (5) with the output end of the intelligent terminal (7), the cloud service platform (5) output end respectively with the data monitoring module (1), the 3-D scanning module (2), it is described it is three-dimensional present module (3), The alarm module (6) connects with the input terminal of the intelligent terminal (7), the output end difference of the data monitoring module (1) Connect with the 3-D scanning module (2) and the three-dimensional input terminal that module (3) are presented, the 3-D scanning module (2) and The three-dimensional output end that module (3) are presented is connect with the input terminal of the data monitoring module (1) respectively, the data prison Surveying module (1) includes temperature monitoring unit (8), humidity-monitoring unit (9), video surveillance unit (10) and operational monitoring unit (11), the 3-D scanning module (2) includes image acquisition units (12), image processing unit (13) and three-dimensional imaging unit (14), three-dimensional present module (3) include three-dimensional display unit (15) and image toning unit (16), the cloud service platform It (5) include central processing unit (17), information transmit-receive unit (18), storage unit (19) and execution unit (20), the intelligence Terminal (7) includes display unit (21) and input unit (22).
2. a kind of work pieces process detection system based on 3-dimensional image technology according to claim 1, it is characterised in that: institute Stating intelligent terminal (7) is other smart machines such as smart phone, tablet computer or Net-connected computer.
3. a kind of work pieces process detection system based on 3-dimensional image technology according to claim 1, it is characterised in that: institute It states temperature monitoring unit (8), the humidity-monitoring unit (9) and the video surveillance unit (10) and is respectively arranged on three-dimensional data It acquires on the outside of equipment and three-dimensional display device.
4. a kind of work pieces process detection system based on 3-dimensional image technology according to claim 1, it is characterised in that: institute Stating alarm module (6) includes warning lamp and buzzer, and the warning lamp and the buzzer are set set on three dimensional data collection On the outside of standby and three-dimensional display device and inside control room.
5. a kind of work pieces process detection system based on 3-dimensional image technology according to claim 1, it is characterised in that: institute Operational monitoring unit (11) is stated to connect with three dimensional data collection equipment and three-dimensional display device respectively.
6. a kind of work pieces process detection system based on 3-dimensional image technology according to claim 1, it is characterised in that: institute Stating storage unit (19) includes cloud storage space and locally-stored device.
7. a kind of application method of the work pieces process detection system based on 3-dimensional image technology, it is characterised in that: including following step It is rapid:
S1. user is by the input unit (22) open system of the intelligent terminal (7), the intelligent terminal (7) to The cloud service platform (5) sends instruction;
S2. after the cloud service platform (5) receives instruction, operating system, the operation prison in the data monitoring module (1) It surveys unit (11) to be monitored the operating status of three dimensional data collection equipment and three-dimensional display device, the temperature monitoring unit (8) temperature data of three dimensional data collection equipment and three-dimensional display device is monitored, the humidity-monitoring unit (9) is to three The humidity data of dimension data acquisition equipment and three-dimensional display device is monitored, and the video surveillance unit (10) is to three-dimensional data It acquires equipment and three-dimensional display device carries out video surveillance, and send monitoring data to cloud service platform (5);
S3. the cloud service platform (5) is by the video data received, temperature monitoring data, humidity detection data and three dimensions It is analyzed and processed according to acquisition equipment and three-dimensional display device operational monitoring data by the central processing unit (17);
S4. the described image acquisition unit (12) in the 3-D scanning module (2) can adopt workpieces processing progress image data Collection, described image processing unit (13) can be handled acquired image data, and the three-dimensional imaging unit (14) can incite somebody to action Image data that treated carries out three-dimensional imaging processing, and three-dimensional imaging data is sent to the cloud service platform by treated (5), the central processing unit (17) is analyzed and processed;
S5. the cloud service platform (5) is out of the database (4) by the normal three-dimensional image data and three-dimensional of workpieces processing Data acquisition equipment and three-dimensional display device normal data extract, then by the three dimensional data collection after Data Analysis Services Equipment and three-dimensional display device result are compared with three dimensional data collection equipment and three-dimensional display device normal data, can determine whether Whether the ambient conditions of three dimensional data collection equipment or three-dimensional display device is reasonable, can determine whether three dimensional data collection equipment or three-dimensional Whether the operating status of display device is reasonable, can determine whether three dimensional data collection equipment or three-dimensional display device appearance are damaged, Guarantee three dimensional data collection equipment and three-dimensional display device can normal use, then by workpieces processing treated three-dimensional imaging number It is compared according to the normal three-dimensional image data with workpieces processing, judges that workpieces processing with the presence or absence of flaw, passes through the storage Unit (17) stores data comparison result, then sends data comparison result to the intelligent terminal (7);
It S6., can be to the warning mould when comparing result shows three dimensional data collection equipment or three-dimensional display device occurs abnormal Block (6) is assigned instruction and is warned, and by sending problem device to the intelligent terminal (7), the intelligent terminal (7) passes through The display unit (21) is shown that user checks that three dimensional data collection equipment or three-dimensional present are set according to comparing result Standby information, to corresponding three dimensional data collection equipment or three-dimensional display device set-down location, to three dimensional data collection equipment or three Dimension display device is safeguarded, and can assign again instruction, institute by the intelligent terminal (7) Xiang Suoshu cloud service platform (5) It states cloud service platform (5) Xiang Suoshu alarm module (6) to be warned, and searches three-dimensional data of problems convenient for being accurately positioned Acquire equipment or three-dimensional display device;
S7. after three dimensional data collection equipment or three-dimensional display device are safeguarded, the cloud service platform (5) believes the data after maintenance Breath uploads on the database (4), and user can check related data by the intelligent terminal (7);
S8. when comparing result shows that flaw occurs in workpieces processing, the cloud service platform (5) can be to the alarm module (6) It assigns instruction to be warned, and flaw position is marked, the flaw location information of workpieces processing and label is sent to institute It states three-dimensional exposure module (3), the three-dimensional display unit (15) shows the 3-dimensional image of workpieces processing, the image tune Color element (16) is adjusted 3-dimensional image according to the flaw location information of the label received, by the flaw portion of workpieces processing Position is highlighted.
CN201910121214.7A 2019-02-19 2019-02-19 A kind of work pieces process detection system and application method based on 3-dimensional image technology Withdrawn CN109884068A (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111626140A (en) * 2020-04-30 2020-09-04 江苏奥帆科技有限公司 System and method for rapidly identifying image of beverage package
CN111997845A (en) * 2020-09-11 2020-11-27 南京工业职业技术大学 Control system and method for wind turbine generator
CN112014400A (en) * 2020-07-28 2020-12-01 中国铁建电气化局集团第五工程有限公司 New technology for preventing parts of high-speed rail contact net from falling based on 4C detection technology

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111626140A (en) * 2020-04-30 2020-09-04 江苏奥帆科技有限公司 System and method for rapidly identifying image of beverage package
CN112014400A (en) * 2020-07-28 2020-12-01 中国铁建电气化局集团第五工程有限公司 New technology for preventing parts of high-speed rail contact net from falling based on 4C detection technology
CN111997845A (en) * 2020-09-11 2020-11-27 南京工业职业技术大学 Control system and method for wind turbine generator

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