CN113822380A - Printing management system based on image data processing technology - Google Patents
Printing management system based on image data processing technology Download PDFInfo
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- CN113822380A CN113822380A CN202111381963.7A CN202111381963A CN113822380A CN 113822380 A CN113822380 A CN 113822380A CN 202111381963 A CN202111381963 A CN 202111381963A CN 113822380 A CN113822380 A CN 113822380A
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- 238000007639 printing Methods 0.000 title claims abstract description 100
- 238000005516 engineering process Methods 0.000 title claims abstract description 18
- 238000000034 method Methods 0.000 claims abstract description 11
- 238000004458 analytical method Methods 0.000 claims abstract description 4
- 230000005540 biological transmission Effects 0.000 claims description 11
- 238000001914 filtration Methods 0.000 claims description 6
- 230000011218 segmentation Effects 0.000 claims description 5
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- 230000003993 interaction Effects 0.000 claims description 3
- 238000004519 manufacturing process Methods 0.000 abstract description 4
- 230000008569 process Effects 0.000 abstract description 3
- 230000003014 reinforcing effect Effects 0.000 description 3
- 238000007781 pre-processing Methods 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/40—Image enhancement or restoration using histogram techniques
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- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/11—Region-based segmentation
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/136—Segmentation; Edge detection involving thresholding
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
- H04N1/00095—Systems or arrangements for the transmission of the picture signal
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- H04N1/00106—Systems or arrangements for the transmission of the picture signal specially adapted for radio transmission, e.g. via satellites using land mobile radio networks, e.g. mobile telephone
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
- H04N1/00127—Connection or combination of a still picture apparatus with another apparatus, e.g. for storage, processing or transmission of still picture signals or of information associated with a still picture
- H04N1/00278—Connection or combination of a still picture apparatus with another apparatus, e.g. for storage, processing or transmission of still picture signals or of information associated with a still picture with a printing apparatus, e.g. a laser beam printer
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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
- G06T2207/10—Image acquisition modality
- G06T2207/10004—Still image; Photographic image
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Abstract
The invention provides a printing management system based on an image data processing technology, which belongs to the technical field of image data processing, and comprises an image processing system, a printing system, a GPRS module and a cloud server; an image processing system: the system comprises an image data acquisition module, an image data identification module and an image data processing module, and is used for carrying out image acquisition, identification and classification. This printing management system based on image data processing technique, through the printing data that cloud server produced and copy the restriction number of times, carry out analysis processes, intelligent analysis handles product information, carries out the printing of product and handles, and through preliminary treatment, improves the quality of product, through drawing prospect edge profile, shows edge profile image and relevant information respectively, through the printing processing mode of the judgement and then the selection adoption to printing image information, can effectively reduce the practical cost of equipment, can improve production efficiency simultaneously.
Description
Technical Field
The invention relates to the technical field of printing management systems, in particular to a printing management system based on an image data processing technology.
Background
Because the printing management system of the prior art has the problems of incomplete image information or fuzzy image when the image information is printed, the image information is not preprocessed and analyzed before being printed, so that the printed image is fuzzy, the quality of a product does not reach the standard, bad results are easily caused, the printing cost is increased, and the like, the existing system cannot control equipment to carry out intelligent manufacturing, and the intelligent performance and the reliability are low.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides a printing management system based on an image data processing technology, which has the advantages of high intelligence and high reliability and solves the problems of low intelligence and low reliability.
In order to achieve the purposes of high intelligence and high reliability, the invention is realized by the following technical scheme: a printing management system based on image data processing technology comprises an image processing system, a printing system, a GPRS module and a cloud server;
an image processing system: the system comprises an image data acquisition module, an image data identification module and an image data processing module, and is used for acquiring, identifying and classifying images;
a printing system: the system comprises a printing receiving module and a printing processing module, and is used for analyzing and printing data processed by an image processing system;
a GPRS module: the data transmission method comprises the steps of transmitting data to an image data acquisition module, an image data identification module, an image data processing module, a printing receiving module, a printing processing module, a GPRS module and a cloud server;
cloud server: and receiving data of the image data processing module, generating printing data through the image data, sending the printing data to the printing processing module through the GPRS module and the copying limited times, receiving printing information which cannot be produced independently, processing through man-machine interaction, and transmitting the data for the second time.
Furthermore, the image data acquisition module comprises a camera and a scanner, images are acquired through the camera or the scanner, analog-to-digital conversion is carried out on the image data, and the image data are transmitted to the image data identification module through the communication interface.
Further, the image data identification module: and performing feature extraction on the data, performing correspondence through a database of the cloud server, and transmitting the data to the image data processing module through the GPRS module.
Further, the image data processing module: and classifying the characteristic data, establishing a folder set, and storing the classified data.
Further, the print receiving module receives the print number transmitted via the GPRS module.
Further, the printing processing module comprises a printing device, receives the printing data and the copying limit times generated by the cloud server, performs analysis processing, sends the printing information which cannot be independently produced to the cloud server, performs data processing by the cloud server, performs second data transmission to generate a printing image, and prints the printing image on a printing medium.
Further, the image data recognition module performs feature extraction on the data in a main manner that:
the method comprises the steps of carrying out histogram equalization enhancement on an acquired image through a cloud server, carrying out denoising processing on the image by adopting mean filtering and Gaussian filtering, segmenting the image by adopting an OTSU algorithm, carrying out binarization pre-segmentation on the image, taking main characteristics as a foreground to segment, extracting a foreground edge profile, and respectively displaying an edge profile image and related information.
Further, the image data processing module performs classification processing mainly by: after the image data identification module successfully extracts the features of the data, if the GPRS module is normal, the images are transmitted to the cloud server, if the network is abnormal, the acquired images are stored locally, and the system detects that the network is recovered and then starts transmission.
Advantageous effects
Compared with the prior art, the invention provides a printing management system based on an image data processing technology, which has the following beneficial effects:
1. according to the printing management system based on the image data processing technology, the printing data and the copying limited times generated by the cloud server are analyzed, the printing information which cannot be produced independently is sent to the cloud server, the cloud server performs data processing and then performs second data transmission to generate the printing image, the printing image is printed on a printing medium, and the printing management system based on the cloud server not only intelligently analyzes and processes product information and performs printing processing of products, but also improves the quality of the products through preprocessing.
2. This printing management system based on image data processing technique, carry out the histogram equalization reinforcing to the image of gathering through the cloud ware, adopt mean value filtering and gaussian filter to remove noise processing to the image, adopt the OTSU algorithm to cut apart the image, carry out binarization pre-segmentation to the image, cut apart as the prospect with the key feature, draw the prospect edge, draw prospect edge profile, show edge profile image and relevant information respectively, through the printing processing mode of the judgement and then the selection adoption to the printing image information, can effectively reduce the practical cost of equipment, can improve production efficiency simultaneously.
Drawings
FIG. 1 is a schematic diagram of the system of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The invention is further described below by way of examples:
a printing management system based on image data processing technology comprises an image processing system, a printing system, a GPRS module and a cloud server;
an image processing system: including image data acquisition module, image data identification module, image data processing module, carry out image acquisition and discernment and classification, image data acquisition module includes camera, scanner, acquires the image through camera or scanner, carries out analog-to-digital conversion to image data, transmits image data to image data identification module, image data identification module through communication interface: carry out the feature extraction to data, carry out the histogram equalization reinforcing to the image of gathering through cloud ware, adopt mean value filter and gaussian filter to remove noise processing to the image, adopt the OTSU algorithm to cut apart the image, carry out binarization pre-segmentation to the image, cut apart as the prospect with the key feature, extract the prospect edge profile, show edge profile image and relevant information respectively, correspond through cloud ware's database, transmit data to image data processing module through the GPRS module, image data processing module: classifying the feature data, establishing a folder set, storing the classified data, successfully extracting the features of the data by an image data identification module, transmitting the pictures to a cloud server if a GPRS (general packet radio service) module is normal, storing the acquired pictures in a local place if a network is abnormal, and starting transmission after the system detects that the network is recovered;
a printing system: the printing system comprises a printing receiving module and a printing processing module, wherein the printing receiving module is used for analyzing and printing data processed by an image processing system, the printing receiving module is used for receiving the printing number sent by a GPRS module, the printing processing module comprises printing equipment, the printing equipment is used for receiving printing data and copying limited times generated by a cloud server, analyzing and processing are carried out, printing information which cannot be independently produced is sent to the cloud server, the cloud server is used for carrying out data processing, then carrying out second-time data transmission to generate a printing image, and the printing image is printed on a printing medium;
a GPRS module: the data transmission method comprises the steps of transmitting data to an image data acquisition module, an image data identification module, an image data processing module, a printing receiving module, a printing processing module, a GPRS module and a cloud server;
cloud server: and receiving data of the image data processing module, generating printing data through the image data, sending the printing data to the printing processing module through the GPRS module and the copying limited times, receiving printing information which cannot be produced independently, processing through man-machine interaction, and transmitting the data for the second time.
In summary, in the printing management system based on the image data processing technology, the printing data and the limited number of times of copying generated by the cloud server are analyzed, the printing information which cannot be produced independently is sent to the cloud server, the cloud server performs data processing, then performs data transmission for the second time to generate the printing image, the printing image is printed on the printing medium, and the printing management system based on the cloud server not only intelligently analyzes and processes the product information and performs printing processing of the product, but also improves the quality of the product through preprocessing.
This printing management system based on image data processing technique, carry out the histogram equalization reinforcing to the image of gathering through the cloud ware, adopt mean value filtering and gaussian filter to remove noise processing to the image, adopt the OTSU algorithm to cut apart the image, carry out binarization pre-segmentation to the image, cut apart as the prospect with the key feature, draw the prospect edge, draw prospect edge profile, show edge profile image and relevant information respectively, through the printing processing mode of the judgement and then the selection adoption to the printing image information, can effectively reduce the practical cost of equipment, can improve production efficiency simultaneously.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (8)
1. A printing management system based on image data processing technology is characterized in that: the system comprises an image processing system, a printing system, a GPRS module and a cloud server;
an image processing system: the system comprises an image data acquisition module, an image data identification module and an image data processing module, and is used for acquiring, identifying and classifying images;
a printing system: the system comprises a printing receiving module and a printing processing module, and is used for analyzing and printing data processed by an image processing system;
a GPRS module: the data transmission method comprises the steps of transmitting data to an image data acquisition module, an image data identification module, an image data processing module, a printing receiving module, a printing processing module, a GPRS module and a cloud server;
cloud server: and receiving data of the image data processing module, generating printing data through the image data, sending the printing data to the printing processing module through the GPRS module and the copying limited times, receiving printing information which cannot be produced independently, processing through man-machine interaction, and transmitting the data for the second time.
2. A print management system apparatus based on image data processing technology according to claim 1, characterized in that: the image data acquisition module comprises a camera and a scanner, images are acquired through the camera or the scanner, analog-to-digital conversion is carried out on the image data, and the image data are transmitted to the image data identification module through the communication interface.
3. A print management system apparatus based on image data processing technology according to claim 1, characterized in that: the image data identification module: and performing feature extraction on the data, performing correspondence through a database of the cloud server, and transmitting the data to the image data processing module through the GPRS module.
4. A print management system apparatus based on image data processing technology according to claim 1, characterized in that: the image data processing module: and classifying the characteristic data, establishing a folder set, and storing the classified data.
5. A print management system apparatus based on image data processing technology according to claim 1, characterized in that: the print receiving module receives the print number transmitted via the GPRS module.
6. A print management system apparatus based on image data processing technology according to claim 1, characterized in that: the printing processing module comprises a printing device, receives printing data and copying limiting times generated by the cloud server, performs analysis processing, sends printing information which cannot be independently produced to the cloud server, performs data processing by the cloud server, performs data transmission for the second time, generates a printing image, and prints the printing image on a printing medium.
7. A print management system based on image data processing technology according to claim 3, characterized in that: the image data identification module mainly extracts the features of the data in the following way:
the method comprises the steps of carrying out histogram equalization enhancement on an acquired image through a cloud server, carrying out denoising processing on the image by adopting mean filtering and Gaussian filtering, segmenting the image by adopting an OTSU algorithm, carrying out binarization pre-segmentation on the image, taking main characteristics as a foreground to segment, extracting a foreground edge profile, and respectively displaying an edge profile image and related information.
8. The printing management system based on image data processing technology according to claim 4, characterized in that: the image data processing module carries out classification processing mainly by the following modes: after the image data identification module successfully extracts the features of the data, if the GPRS module is normal, the images are transmitted to the cloud server, if the network is abnormal, the acquired images are stored locally, and the system detects that the network is recovered and then starts transmission.
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| CN202111381963.7A CN113822380B (en) | 2021-11-22 | 2021-11-22 | Printing management system based on image data processing technology |
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| CN202111381963.7A CN113822380B (en) | 2021-11-22 | 2021-11-22 | Printing management system based on image data processing technology |
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| CN113822380B CN113822380B (en) | 2022-03-04 |
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2021
- 2021-11-22 CN CN202111381963.7A patent/CN113822380B/en active Active
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