EP3877835A1 - Dispositif et procédé pour le contrôle étalonné d'une impression d'un article - Google Patents
Dispositif et procédé pour le contrôle étalonné d'une impression d'un articleInfo
- Publication number
- EP3877835A1 EP3877835A1 EP19797761.4A EP19797761A EP3877835A1 EP 3877835 A1 EP3877835 A1 EP 3877835A1 EP 19797761 A EP19797761 A EP 19797761A EP 3877835 A1 EP3877835 A1 EP 3877835A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- data
- article
- printing
- image
- designed
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000007639 printing Methods 0.000 title claims abstract description 82
- 238000000034 method Methods 0.000 title claims abstract description 72
- 238000012360 testing method Methods 0.000 claims description 21
- 230000007935 neutral effect Effects 0.000 claims description 18
- 238000001454 recorded image Methods 0.000 claims description 7
- 238000010801 machine learning Methods 0.000 claims description 6
- 238000012372 quality testing Methods 0.000 claims description 2
- 238000007689 inspection Methods 0.000 description 5
- 238000004519 manufacturing process Methods 0.000 description 4
- 230000003287 optical effect Effects 0.000 description 4
- 238000004886 process control Methods 0.000 description 3
- 238000011161 development Methods 0.000 description 2
- 230000018109 developmental process Effects 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 230000000052 comparative effect Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 238000003908 quality control method Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/12—Digital output to print unit, e.g. line printer, chain printer
- G06F3/1201—Dedicated interfaces to print systems
- G06F3/1202—Dedicated interfaces to print systems specifically adapted to achieve a particular effect
- G06F3/1203—Improving or facilitating administration, e.g. print management
- G06F3/1208—Improving or facilitating administration, e.g. print management resulting in improved quality of the output result, e.g. print layout, colours, workflows, print preview
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/12—Digital output to print unit, e.g. line printer, chain printer
- G06F3/1201—Dedicated interfaces to print systems
- G06F3/1223—Dedicated interfaces to print systems specifically adapted to use a particular technique
- G06F3/1237—Print job management
- G06F3/1253—Configuration of print job parameters, e.g. using UI at the client
- G06F3/1256—User feedback, e.g. print preview, test print, proofing, pre-flight checks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/12—Digital output to print unit, e.g. line printer, chain printer
- G06F3/1201—Dedicated interfaces to print systems
- G06F3/1278—Dedicated interfaces to print systems specifically adapted to adopt a particular infrastructure
- G06F3/1279—Controller construction, e.g. aspects of the interface hardware
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K15/00—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers
- G06K15/02—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers using printers
- G06K15/027—Test patterns and calibration
-
- 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
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- 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
- G06T2207/30144—Printing quality
Definitions
- the present invention relates to systems for
- the present invention relates to a
- optical printing process check of freely configurable articles cannot rely on databases via photographs of a standardized and quality standard printing of articles.
- An item can often be printed on a new,
- a first aspect of the present invention relates to a device for calibrated checking of printing on an article, the device comprising a
- Data provision device a camera device, a database device and a computer device.
- the data provision device is designed to provide printing data for the article from product data of the article.
- the camera device is designed to record an image of an article printed by a printing process and to provide it as image data.
- the article is digitized by means of an electronic image converter or image sensor and made available in the form of the image data.
- the database device is designed to:
- the computing device is designed to be based on a comparison of the printing data with the image data below
- the computer device is designed to carry out automatic optical inspection processes for the correct printing of the article.
- the present invention makes it possible, based on product data for a customer-specific product, to print the product using predicted ones
- the present invention is based on the fact that learning data and
- Test information is generated, based on which the
- Image processing system a quality control of the
- Print image can perform.
- the present invention makes it possible to generate search models and comparison models for the generation of the synthetic learning data from the existing print data and the calibration data.
- the search models allow a position determination of the print and allow a more precise alignment of the
- Test information are compared.
- the generated learning data and test information can be virtual images or
- calculated partial views of the printing include. This allows an assessment of the quality level of the controlled
- Control units can be an error recognize the printing without ever having carried out a corresponding printing on the printed article.
- Variant configurator allows newly created articles.
- the present invention enables a quality check of the printing and a quality check of others
- the invention provides that the computer device is designed to generate learning data and / or test information for the quality check of the printing process in a learning phase of the computer device.
- Learning data can be calculated for any configured article using a software algorithm.
- the computer device is designed for the quality check of the printing process based on the learning data and / or test information
- the invention provides that the computer device is designed to generate search models and / or comparison models as the test patterns for the quality test by machine learning based on the recorded image data and / or on the calibration data.
- the invention provides that the computer device is designed to use the search models for determining the position of the pressure and / or for a calibrated one
- the invention provides that the computer device is designed to compare a virtual image of the article with the image of the article recorded by the camera device and to create a quality level of the printing of the article for the quality check of the printing process as the use of the comparison models.
- the invention provides that the product data in one
- the invention provides that the neutral data format is an i) XML format; and or
- a second aspect of the present invention is a method for calibrated checking a print of a
- Process steps include:
- printing data for the article is made available from product data of the article by means of a data provision device.
- the product data is provided in a neutral data format.
- an image of an article printed by a printing process is recorded by means of a camera device and is provided
- Image data based on the captured image by means of the camera device.
- calibration data is made available to the camera device by means of a database device.
- a quality check of the printing process is carried out based on a comparison of the printing data with the image data below Consideration of the calibration data using a
- the invention provides that the method further comprises the following method steps:
- the invention provides that the method provides printing data in neutral data format and preferably that
- Neutral data format an i) XML format; and or
- the invention provides that for the quality check of the printing process based on the learning data and / or
- Position determination of the pressure can be used.
- Alignment an application of the comparison models is carried out on the recorded image data.
- the invention provides that, for the quality check of the printing process as the application of the comparison models, a virtual image of the article with that of the
- Camera device recorded image of the article is compared and based on this a quality level of the printing of the article is created.
- the present invention comprises a data structure format, which is preferably in one
- Neutral data format includes existing product data of the article and which is designed to be used by a method for calibrated checking a printing of an article according to one of the second aspect or any embodiment of the second aspect.
- Implementations of the present invention also include combinations of previously or im not explicitly mentioned
- FIG. 1 shows a schematic representation of a device for calibrated checking of printing on an article according to an exemplary embodiment of the present invention
- FIG. 2 shows a schematic representation of a flow chart of a method for calibrated testing of a
- FIG. 3 shows a schematic representation of a data structure for the calibrated checking of printing on an article according to an exemplary embodiment of the present invention.
- neutral data format includes, for example, data or
- Units such as computers, of a computer network.
- neutral data format as used by the present invention may be used as a
- Intermediate file format can be understood to translate data between participating systems of the computer network, such as production systems or ordering systems - web shop - or internal data processing systems - backend.
- a neutral file is generated from original data in other file formats.
- the target system can read the neutral file and
- product data especially product data of the article as used by the present invention
- Fig. 1 shows a schematic representation of a
- the device 100 comprises one
- Data provision device 10 a camera device 20, a database device 30 and a computer device 40.
- the data provision device 10 is designed to provide printing data for the article from product data of the article.
- the camera device 20 is designed to record an image of an article printed by a printing process and to provide it as image data.
- the database device 30 is designed to
- the calibration data for the camera device 20 can comprise, for example, learning data and test information and can be assigned to a respective type of the camera device 20 or can be selected depending on an illuminance prevailing when the image is captured or depending on one when the image is captured
- Camera device 20 used image parameters
- prevailing illuminance can be selected.
- the computer device 40 is designed to carry out a quality check of the printing process based on a comparison of the printing data with the image data, taking into account the calibration data.
- the present method enables the printing process control of freely configurable articles.
- the device can be used with computer-aided product manufacturing systems and
- FIG. 2 shows a schematic illustration of a flow diagram of a method for checking the printing of an article according to an exemplary embodiment of the
- printing data for the article S1 is made available from product data of the article by means of a data provision device.
- the neutral data format can be, for example, an XML format, a platform-independent data format
- an image S2 is taken of an image printed by a printing process
- Article using a camera device and providing image data based on the captured image using the camera device.
- calibration data is provided S3 for the camera device by means of a database device.
- a quality check of the printing process is carried out S4 based on a comparison of the printing data with the image data below
- FIG. 3 shows a schematic representation of a
- the data structure format shown in FIG. 3 can be the product data of the present in a neutral data format
- the data structure format can be designed to be used by a method for calibrated checking of a print on an article.
- the neutral data format can be an i) XML format; and or
- iii) implementation-independent data format and / or iv) comprise M2M data format.
- the data structure format can be hierarchically structured
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Inking, Control Or Cleaning Of Printing Machines (AREA)
- Image Processing (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Accessory Devices And Overall Control Thereof (AREA)
- Image Analysis (AREA)
Abstract
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
BE20185788A BE1026775B1 (de) | 2018-11-09 | 2018-11-09 | Vorrichtung und Verfahren zum kalibrierten Prüfen einer Bedruckung eines Artikels |
PCT/EP2019/080754 WO2020094870A1 (fr) | 2018-11-09 | 2019-11-08 | Dispositif et procédé pour le contrôle étalonné d'une impression d'un article |
Publications (1)
Publication Number | Publication Date |
---|---|
EP3877835A1 true EP3877835A1 (fr) | 2021-09-15 |
Family
ID=64556624
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP19797761.4A Pending EP3877835A1 (fr) | 2018-11-09 | 2019-11-08 | Dispositif et procédé pour le contrôle étalonné d'une impression d'un article |
Country Status (5)
Country | Link |
---|---|
US (1) | US11557032B2 (fr) |
EP (1) | EP3877835A1 (fr) |
CN (1) | CN113168295A (fr) |
BE (1) | BE1026775B1 (fr) |
WO (1) | WO2020094870A1 (fr) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP3650224B1 (fr) * | 2018-11-09 | 2023-06-21 | Phoenix Contact GmbH & Co. KG | Dispositif et procédé d'impression d'un article |
JP7482662B2 (ja) * | 2020-03-25 | 2024-05-14 | 東京エレクトロン株式会社 | 異常検出装置及び異常検出方法 |
Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0888713A (ja) * | 1994-09-19 | 1996-04-02 | Hitachi Ltd | 情報処理装置 |
US6606395B1 (en) * | 1999-11-29 | 2003-08-12 | Xerox Corporation | Method to allow automated image quality analysis of arbitrary test patterns |
US7440123B2 (en) * | 2005-07-20 | 2008-10-21 | Eastman Kodak Company | Adaptive printing |
JP4348381B2 (ja) * | 2007-05-30 | 2009-10-21 | 富士通株式会社 | 画像暗号化/復号化装置、方法およびプログラム |
US8384963B2 (en) | 2009-09-29 | 2013-02-26 | Konica Minolta Laboratory U.S.A., Inc. | System and method for monitoring output of printing devices |
US8619278B2 (en) * | 2009-12-04 | 2013-12-31 | Ricoh Company, Limited | Printed matter examination apparatus, printed matter examination method, and printed matter examination system |
DE102010054344A1 (de) * | 2010-12-13 | 2012-06-14 | Heidelberger Druckmaschinen Ag | System zur Erzeugung und Inspektion von Drucken mit statischen und variablen Inhalten |
EP2778892B1 (fr) * | 2013-03-11 | 2022-08-10 | Esko Software BV | Procédé et système pour inspecter une impression de données variables |
US9774839B2 (en) * | 2013-08-30 | 2017-09-26 | Glasses.Com Inc. | Systems and methods for color correction of images captured using a mobile computing device |
JP6350128B2 (ja) * | 2014-08-29 | 2018-07-04 | 凸版印刷株式会社 | 印刷物の検査装置及び検査方法 |
US20180082115A1 (en) | 2015-07-17 | 2018-03-22 | Hp Indigo B.V. | Methods of detecting moire artifacts |
DE102016100057A1 (de) * | 2016-01-04 | 2017-07-06 | Océ Holding B.V. | Verfahren zur Ermittlung der Druckqualität eines Tintenstrahl-Drucksystems |
-
2018
- 2018-11-09 BE BE20185788A patent/BE1026775B1/de active IP Right Grant
-
2019
- 2019-11-08 US US17/290,967 patent/US11557032B2/en active Active
- 2019-11-08 CN CN201980073355.4A patent/CN113168295A/zh active Pending
- 2019-11-08 EP EP19797761.4A patent/EP3877835A1/fr active Pending
- 2019-11-08 WO PCT/EP2019/080754 patent/WO2020094870A1/fr unknown
Also Published As
Publication number | Publication date |
---|---|
US20220036529A1 (en) | 2022-02-03 |
BE1026775B1 (de) | 2020-06-08 |
CN113168295A (zh) | 2021-07-23 |
BE1026775A1 (de) | 2020-06-05 |
US11557032B2 (en) | 2023-01-17 |
WO2020094870A1 (fr) | 2020-05-14 |
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