CN116012333B - Electronic anti-counterfeit label production monitoring management system based on artificial intelligence - Google Patents
Electronic anti-counterfeit label production monitoring management system based on artificial intelligence Download PDFInfo
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Abstract
The invention relates to the technical field of anti-counterfeit label production monitoring, and particularly discloses an electronic anti-counterfeit label production monitoring management system based on artificial intelligence.
Description
Technical Field
The invention belongs to the technical field of anti-counterfeit label production monitoring, and relates to an electronic anti-counterfeit label production monitoring management system based on artificial intelligence.
Background
With the continuous development of science and technology, counterfeit products are more and more, enterprises generally use anti-counterfeit labels in products for distinguishing the products from false products, and consumers scan anti-counterfeit codes in the anti-counterfeit labels through electronic equipment to identify the products, so that the production quality of the anti-counterfeit labels needs to be monitored and analyzed in order to ensure the convenience of the consumers in identifying the authenticity of the products.
At present, the production quality of the anti-counterfeit label is mainly analyzed by manually detecting the anti-counterfeit label after production, and obviously, the following problems exist in the analysis mode: 1. the workload of personnel can not be reduced through manual detection, and then the error rate of manual detection can not be reduced, and the manual detection can not realize the same detection standard, has certain contingency and unilateral nature, can not truly reflect the production quality of all anti-counterfeit labels, and then can not effectively improve the qualification rate of the production quality of the anti-counterfeit labels, so that the loss and the cost in the production process of the anti-counterfeit labels can not be effectively reduced.
2. The color printing and coating quality analysis of the anti-counterfeit label are mainly carried out through human eye perception at present, on one hand, the authenticity and scientificity of color printing colors and color printing character analysis results in the anti-counterfeit label cannot be effectively improved, so that the color printing quality of the anti-counterfeit label cannot be effectively improved, on the other hand, the uniformity and the integrity of coating spray printing in the anti-counterfeit label cannot be guaranteed, and meanwhile, the production effect of the follow-up anti-counterfeit label cannot be guaranteed.
3. The prior art analyzes the produced anti-counterfeit label, so that the complete anti-counterfeit code in the anti-counterfeit label cannot be obtained, and further, the printing correctness of the anti-counterfeit code in the anti-counterfeit label cannot be analyzed, thereby reducing the effectiveness of subsequent consumers when using the anti-counterfeit label, and eliminating the doubt of the consumers on the product authenticity identification result.
Disclosure of Invention
The invention aims to provide an electronic anti-counterfeit label production monitoring management system based on artificial intelligence, which solves the problems existing in the background technology.
The aim of the invention can be achieved by the following technical scheme: an electronic anti-counterfeit label production monitoring management system based on artificial intelligence, comprising: the anti-counterfeiting label color printing information acquisition module is used for acquiring color printing information corresponding to each target monitoring anti-counterfeiting label after color printing is completed.
The anti-counterfeit label color printing quality analysis module is used for analyzing color printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to color printing information corresponding to the target monitoring anti-counterfeit labels after color printing is completed.
The anti-counterfeit label anti-counterfeit code image acquisition module is used for acquiring images corresponding to the monitoring anti-counterfeit labels of the targets after the anti-counterfeit code printing is completed.
The anti-counterfeit label anti-counterfeit code quality analysis module is used for analyzing the anti-counterfeit code printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels based on the images corresponding to the target monitoring anti-counterfeit labels after the anti-counterfeit code printing is completed.
The anti-counterfeit label coating image acquisition module is used for acquiring images corresponding to the target monitoring anti-counterfeit labels after coating spray printing is completed.
The anti-counterfeit label coating quality analysis module is used for analyzing the coating quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to the images corresponding to the target monitoring anti-counterfeit labels after coating jet printing is completed.
The anti-counterfeit label pasting image acquisition module is used for acquiring images of all target monitoring anti-counterfeit labels after the base adhesive backing paper is pasted.
The anti-counterfeit label pasting quality analysis module is used for analyzing pasting quality evaluation coefficients corresponding to the anti-counterfeit labels based on the images of the anti-counterfeit labels after the pasting of the base adhesive back paper.
The anti-counterfeit label production quality analysis and judgment module is used for analyzing the production quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels and further judging the qualified production quality conditions corresponding to the target monitoring anti-counterfeit labels.
And the display terminal is used for sending an unqualified signal to the production management background and displaying when the production quality corresponding to the target monitoring anti-counterfeit label is unqualified.
The color printing information corresponding to the target monitoring anti-counterfeiting label after the color printing is finished comprises outlines corresponding to the color printing characters, positions corresponding to the color printing characters, brightness corresponding to the collecting points, color tone corresponding to the collecting points and saturation corresponding to the collecting points.
In the above, the analyzing the color printing quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label specifically includes the following steps: acquiring preset brightness, preset color tone and preset saturation corresponding to each acquisition point in each target monitoring anti-counterfeit label after color printing from preset production images of each target monitoring anti-counterfeit label stored in a label management database, and marking the preset brightness, the preset color tone and the preset saturation as LD respectively i ′ b 、SD i ′ b And HD (HD) i ′ b Wherein i represents the number corresponding to each target monitoring anti-counterfeit label, i=1, 2. Once again, n is, b represents the number corresponding to each collection point, b=1, 2.
According to the calculation formula
Obtain each purposeColor printing color quality evaluation coefficient corresponding to label monitoring anti-counterfeit label
Wherein LD ib 、SD ib 、HD ib Respectively representing brightness, tone and saturation corresponding to the b-th acquisition point in the ith target monitoring anti-counterfeit label image after color printing 1 、ε 2 、ε 3 The weight factors corresponding to the set image brightness, hue and saturation are respectively adopted, and gamma is a correction factor corresponding to the set color quality evaluation coefficient of the color printing.
Presetting a production image based on each target monitoring anti-counterfeit label to obtain preset positions corresponding to each color printing character, comparing the preset positions with the positions corresponding to each color printing character in each target monitoring anti-counterfeit label image after color printing, analyzing to obtain color printing character position quality evaluation coefficients corresponding to each target monitoring anti-counterfeit label, and marking the color printing character position quality evaluation coefficients as
Acquiring the outline corresponding to each preset color printing character from the preset production image of each target monitoring anti-counterfeit label, comparing the outline with the outline corresponding to each color printing character in each target monitoring anti-counterfeit label after color printing is finished, obtaining the outline quality evaluation coefficient of the color printing character corresponding to each target monitoring anti-counterfeit label, and marking as
According to the calculation formula
Obtaining color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Wherein eta 1 、η 2 、η 3 Respectively setting weight factors corresponding to the color printing color quality evaluation coefficients, the color printing character position quality evaluation coefficients and the color printing character outline quality evaluation coefficients.
In the above, the analysis obtains each target monitoring preventionThe color printing character position quality evaluation coefficient corresponding to the pseudo tag comprises the following specific analysis processes: the preset position corresponding to each color printing character and the position corresponding to each color printing character in each target monitoring anti-counterfeiting label image after color printing are imported into a set two-dimensional coordinate system to obtain the preset position coordinate corresponding to each color printing character and the position coordinate corresponding to each color printing character in each target monitoring anti-counterfeiting label image after color printing, and the preset position coordinate and the position coordinate are respectively marked as (x '' f ,y′ f ) And (x) if ,y if ) Wherein f represents the number corresponding to each color print, f=1, 2.
According to the calculation formula
Obtaining color printing character position quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels>
Wherein sigma 1 、σ 2 And respectively setting weight factors corresponding to the coordinates of the set color printing character positions on the x axis and the y axis, wherein xi is a correction factor corresponding to the set color printing character position quality evaluation coefficient.
In the above, the analysis of the print quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label comprises the following specific analysis process: and acquiring the size, definition and outline corresponding to the anti-counterfeit code in the anti-counterfeit label image monitored by each target after the anti-counterfeit code printing is finished from the image corresponding to the anti-counterfeit label monitored by each target after the anti-counterfeit code printing is finished.
And obtaining a preset size and a preset definition corresponding to the anti-counterfeiting code and a preset outline corresponding to the anti-counterfeiting code in each target monitoring anti-counterfeiting label from a label management database.
According to the calculation formula
Obtaining first printing quality evaluation coefficients beta of anti-counterfeiting codes corresponding to the target monitoring anti-counterfeiting labels 1i Wherein C i 、Q i Respectively representing ith target monitoring anti-counterfeit label image after finishing anti-counterfeit code printingThe corresponding size and definition of the anti-counterfeiting code are C ', Q' which are respectively the corresponding preset size and definition and lambda 1 、λ 2 Respectively set weight factors corresponding to the anti-fake code size and definition.
Comparing the outline corresponding to the anti-counterfeit code in the anti-counterfeit label image of each target monitoring after the anti-counterfeit code printing is finished with the preset outline corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label to obtain a second printing quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label, and marking the second printing quality evaluation coefficient as beta 2i 。
According to the calculation formula
Obtaining the printing quality evaluation coefficient of the anti-counterfeiting code corresponding to each target monitoring anti-counterfeiting label>
Wherein mu 1 、μ 2 And respectively setting weight factors corresponding to the first printing quality evaluation coefficient of the anti-counterfeiting code and the second printing quality evaluation coefficient of the anti-counterfeiting code, wherein e is a natural constant.
In the above, the analysis of the coating quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label comprises the following specific analysis process: the coating area of each target monitoring anti-counterfeit label is obtained from the corresponding image of each target monitoring anti-counterfeit label after coating spray printing is completed, and is marked as S i And acquiring a preset area corresponding to the coating from a label management database, and marking the preset area as S'.
Acquiring center points corresponding to the coatings in the target monitoring anti-counterfeit labels from the images corresponding to the target monitoring anti-counterfeit labels after coating jet printing is completed, and further constructing horizontal line reference lines and vertical line reference lines by the center points corresponding to the coatings in the target monitoring anti-counterfeit labels, so as to obtain each side edge of each target monitoring anti-counterfeit label, which is intersected with each horizontal line reference line and each vertical line reference line respectively, and marking each intersecting line corresponding to each horizontal line reference line and each vertical line reference line as each intersecting line corresponding to each intersecting line respectively, so as to acquire the positions of the horizontal line reference line and the vertical line reference line in each target monitoring anti-counterfeit label respectivelyThe included angles, all of which are denoted as the angles of the sides, are denoted as θ ij J represents the number corresponding to each side, j=1, 2.
According to the calculation formula
Obtaining a coating quality evaluation coefficient delta corresponding to each target monitoring anti-counterfeit label i Wherein Δθ is the coating permit offset angle stored in the tag management database, +.>
Respectively setting weight factors corresponding to the coating area and the side angle, wherein pi represents the circumference ratio.
In the above, the specific analysis process is as follows: obtaining the distance between each target monitoring anti-counterfeiting label and each side edge of the primer backing paper from the image of each target monitoring anti-counterfeiting label after the primer backing paper is stuck, marking the distance as the white distance reserved between each side edge in each target monitoring anti-counterfeiting label, and marking the distance as L ia Wherein a represents the number corresponding to each side margin, a=1, 2.
According to the calculation formula
Obtaining the adhesion quality evaluation coefficient phi corresponding to each target monitoring anti-counterfeit label i Wherein L' represents a standard side margin gap, theta, corresponding to the anti-counterfeit label stored in the label management database 1 And reserving a correction factor corresponding to the white space for the set side.
In the above, the specific analysis process is as follows: color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Print quality evaluation coefficient of anti-counterfeit code
Coating quality evaluation coefficient delta i And a paste quality evaluation coefficient phi i Substitution meterCalculation formula
Obtaining the production quality evaluation coefficient psi corresponding to each target monitoring anti-counterfeit label i Wherein τ 1 、τ 2 、τ 3 、τ 4 Respectively setting weight factors corresponding to the color printing quality evaluation coefficient, the anti-counterfeiting code printing quality evaluation coefficient, the coating quality evaluation coefficient and the pasting quality evaluation coefficient.
In the above, the specific judging process is as follows: comparing the production quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label with the set standard anti-counterfeit label production quality evaluation coefficient, if the production quality evaluation coefficient corresponding to a certain target monitoring anti-counterfeit label is greater than or equal to the standard anti-counterfeit label production quality evaluation coefficient, judging that the production quality corresponding to the target monitoring anti-counterfeit label is qualified, otherwise, judging that the production quality corresponding to the target monitoring anti-counterfeit label is not qualified, and judging that the production quality corresponding to each target monitoring anti-counterfeit label is qualified in this way.
The label management database is used for storing preset production images corresponding to the target monitoring anti-counterfeit labels, preset sizes and preset definition corresponding to the anti-counterfeit codes and preset outlines corresponding to the anti-counterfeit codes in the target monitoring anti-counterfeit labels, preset areas and allowable offset angles corresponding to the target coating and standard side margin clearance corresponding to the anti-counterfeit labels.
Compared with the prior art, the invention has the following beneficial effects: 1. according to the electronic anti-counterfeit label production monitoring management system based on artificial intelligence, provided by the invention, the problem that the current manual detection has contingency and unilateral property is solved by analyzing the production quality corresponding to each target monitoring anti-counterfeit label, the intelligent monitoring of the production quality of the anti-counterfeit label is realized, and the production quality of the anti-counterfeit label and the convenience of a consumer in identifying the authenticity of a product are effectively ensured.
2. According to the invention, the color printing quality of the anti-counterfeit label is analyzed in the anti-counterfeit label color printing quality analysis module by monitoring the color printing quality of the anti-counterfeit label by each target, so that the authenticity and the scientificity of color printing colors and color printing character analysis results in the anti-counterfeit label are greatly improved, and the color printing quality of the anti-counterfeit label is ensured.
3. According to the anti-counterfeit label quality analysis module, the printing quality of the anti-counterfeit codes in the anti-counterfeit labels is monitored by each target, so that the printing accuracy of the anti-counterfeit codes in the anti-counterfeit labels is effectively improved, and the effectiveness of subsequent consumers in using the anti-counterfeit labels is also improved.
4. According to the invention, the quality of the coating in the anti-counterfeit label is monitored by each target in the anti-counterfeit label coating quality analysis module, so that the uniformity and the integrity of the coating jet printing in the anti-counterfeit label are effectively ensured, and the production effect of the subsequent anti-counterfeit label is increased.
5. According to the anti-counterfeit label pasting quality analysis module, the pasting quality of the anti-counterfeit label is monitored by each target, so that the uniformity and the attractiveness of pasting the anti-counterfeit label are effectively ensured, and reliable data are provided for subsequent anti-counterfeit label production quality analysis.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic diagram of a system module connection structure according to the present invention.
Fig. 2 is a schematic diagram of a coating of a target monitoring security tag of the present invention.
Fig. 3 is a schematic diagram of the target monitoring anti-counterfeit label pasting of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, an electronic anti-counterfeit label production monitoring management system based on artificial intelligence includes: the anti-fake label color printing system comprises an anti-fake label color printing information acquisition module, an anti-fake label color printing quality analysis module, an anti-fake label anti-fake code image acquisition module, an anti-fake label anti-fake code quality analysis module, an anti-fake label coating image acquisition module, an anti-fake label coating quality analysis module, an anti-fake label pasting image acquisition module, an anti-fake label pasting quality analysis module, an anti-fake label production quality analysis and judgment module, a display terminal and a label management database.
The anti-fake label color printing quality analysis module is respectively connected with the anti-fake label color printing information acquisition module, the anti-fake label production quality analysis and judgment module and the label management database, the anti-fake label anti-fake code quality analysis module is respectively connected with the anti-fake label anti-fake code image acquisition module, the anti-fake label production quality analysis and judgment module and the label management database, the anti-fake label coating quality analysis module is respectively connected with the anti-fake label coating image acquisition module, the anti-fake label production quality analysis and judgment module and the label management database, the anti-fake label pasting quality analysis module is respectively connected with the anti-fake label pasting image acquisition module, the anti-fake label production quality analysis and judgment module and the label management database, and the anti-fake label production quality analysis and judgment module is also connected with the display terminal.
The anti-counterfeiting label color printing information acquisition module is used for acquiring color printing information corresponding to each target monitoring anti-counterfeiting label after color printing is completed.
In a specific embodiment, the color printing information corresponding to each target monitoring anti-counterfeit label after color printing includes an outline corresponding to each color printing character, a position corresponding to each color printing character, brightness corresponding to each acquisition point, hue corresponding to each acquisition point and saturation corresponding to each acquisition point.
In another specific embodiment, the collecting the color printing information corresponding to each target monitoring anti-counterfeit label after the color printing is completed includes the following specific collecting process: and acquiring images corresponding to the target monitoring anti-counterfeiting labels after the color printing is finished by the cameras, further acquiring positions of outlines corresponding to the color printing characters in the target monitoring anti-counterfeiting labels and the center points of the color printing characters from the images, and taking the positions corresponding to the center points of the color printing characters as the positions corresponding to the color printing characters.
And acquiring preset production images corresponding to the target monitoring anti-counterfeiting labels from a label management database, and further arranging the acquisition points according to preset intervals, so that positions corresponding to the acquisition points in the preset production images of the target monitoring anti-counterfeiting labels are obtained.
And presetting the positions corresponding to the acquisition points in the production image according to the target monitoring anti-counterfeit labels to obtain the acquisition points in the target monitoring anti-counterfeit label image after the color printing is finished, and further obtaining the brightness, the tone and the saturation corresponding to the acquisition points in the target monitoring anti-counterfeit label image after the color printing is finished.
The anti-counterfeit label color printing quality analysis module is used for analyzing color printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to color printing information corresponding to the target monitoring anti-counterfeit labels after color printing is completed.
In a specific embodiment, the analyzing the color printing quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label includes the following specific analysis process: acquiring preset brightness, preset color tone and preset saturation corresponding to each acquisition point in each target monitoring anti-counterfeit label after color printing from preset production images of each target monitoring anti-counterfeit label stored in a label management database, and marking the preset brightness, the preset color tone and the preset saturation as LD respectively i ′ b 、SD i ′ b And HD (HD) i ′ b Wherein i represents the number corresponding to each target monitoring anti-counterfeit label, i=1, 2. Once again, n is, b represents the number corresponding to each collection point, b=1, 2.
According to the calculation formula
Obtaining color printing color quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels
Wherein LD ib 、SD ib 、HD ib Respectively representing brightness, tone and saturation corresponding to the b-th acquisition point in the ith target monitoring anti-counterfeit label image after color printing 1 、ε 2 、ε 3 The weight factors corresponding to the set image brightness, hue and saturation are respectively adopted, and gamma is a correction factor corresponding to the set color quality evaluation coefficient of the color printing.
Presetting a production image based on each target monitoring anti-counterfeit label to obtain preset positions corresponding to each color printing character, comparing the preset positions with the positions corresponding to each color printing character in each target monitoring anti-counterfeit label image after color printing, analyzing to obtain color printing character position quality evaluation coefficients corresponding to each target monitoring anti-counterfeit label, and marking the color printing character position quality evaluation coefficients as
Acquiring the outline corresponding to each preset color printing character from the preset production image of each target monitoring anti-counterfeit label, comparing the outline with the outline corresponding to each color printing character in each target monitoring anti-counterfeit label after color printing is finished, obtaining the outline quality evaluation coefficient of the color printing character corresponding to each target monitoring anti-counterfeit label, and marking as
The color printing character outline quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is obtained, and the specific analysis process is as follows: comparing the outline corresponding to each preset color printing character with the outline corresponding to each color printing character in each target monitoring anti-counterfeiting label after color printing, and if the outline corresponding to a color printing character in a certain target monitoring anti-counterfeiting label after color printing is the same as the outline corresponding to the preset color printing character, marking the character outline quality evaluation coefficient corresponding to the target color printing character in the target monitoring anti-counterfeiting label after color printing as d 1 Otherwise, marking the character outline quality evaluation coefficient corresponding to the target color printing character in the target monitoring anti-counterfeiting label after the color printing is finished as d 2 In this way, the character outline quality evaluation coefficient corresponding to each color printing character in each target monitoring anti-counterfeiting label after color printing is completed is obtained
Wherein->
Take the value d 1 Or d 2 And d 1 ＞d 2 ，d 1 、d 2 The color printing text outline quality evaluation coefficients are natural numbers, and the color printing text outline quality evaluation coefficients corresponding to the color printing text in the target monitoring anti-counterfeiting labels after color printing are obtained through accumulation.
According to the calculation formula
Obtaining color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Wherein eta 1 、η 2 、η 3 Respectively setting weight factors corresponding to the color printing color quality evaluation coefficients, the color printing character position quality evaluation coefficients and the color printing character outline quality evaluation coefficients.
In another specific embodiment, the analyzing obtains the quality evaluation coefficient of the color printing text position corresponding to each target monitoring anti-counterfeit label, and the specific analyzing process is as follows: the preset position corresponding to each color printing character and the position corresponding to each color printing character in each target monitoring anti-counterfeiting label image after color printing are imported into a set two-dimensional coordinate system to obtain the preset position coordinate corresponding to each color printing character and the position coordinate corresponding to each color printing character in each target monitoring anti-counterfeiting label image after color printing, and the preset position coordinate and the position coordinate are respectively marked as (x '' f ,y′ f ) And (x) if ,y if ) Wherein f represents the number corresponding to each color print, f=1, 2.
According to the calculation formula
Obtaining color printing character position quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels>
Wherein sigma 1 、σ 2 And respectively setting weight factors corresponding to the coordinates of the set color printing character positions on the x axis and the y axis, wherein xi is a correction factor corresponding to the set color printing character position quality evaluation coefficient.
According to the embodiment of the invention, the color printing quality of the anti-counterfeit label is analyzed by monitoring each target, so that the authenticity and the scientificity of the color printing color and the color printing character analysis result in the anti-counterfeit label are greatly improved, and the color printing quality of the anti-counterfeit label is ensured.
The anti-counterfeit label anti-counterfeit code image acquisition module is used for acquiring images corresponding to the monitoring anti-counterfeit labels of the targets after the anti-counterfeit code printing is completed.
The anti-counterfeit label anti-counterfeit code quality analysis module is used for analyzing the anti-counterfeit code printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels based on the images corresponding to the target monitoring anti-counterfeit labels after the anti-counterfeit code printing is completed.
In a specific embodiment, the analysis of the print quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label includes the following steps: and acquiring the size, definition and outline corresponding to the anti-counterfeit code in the anti-counterfeit label image monitored by each target after the anti-counterfeit code printing is finished from the image corresponding to the anti-counterfeit label monitored by each target after the anti-counterfeit code printing is finished.
It should be noted that the size corresponding to the security code in the image of the target monitoring security label includes, but is not limited to, length and width.
In the above, the definition corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label image after the anti-counterfeit code printing is completed is obtained, and the specific obtaining process is as follows:
and acquiring the resolution corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished from each target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished, and comparing the resolution with the definition corresponding to each set resolution to obtain the definition corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished.
And obtaining a preset size and a preset definition corresponding to the anti-counterfeiting code and a preset outline corresponding to the anti-counterfeiting code in each target monitoring anti-counterfeiting label from a label management database.
According to the calculation formula
Obtaining first printing quality evaluation coefficients beta of anti-counterfeiting codes corresponding to the target monitoring anti-counterfeiting labels 1i Wherein C i 、Q i Respectively representing the corresponding size and definition of the anti-counterfeit code in the ith target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished, wherein C 'and Q' are respectively the corresponding preset size and definition of the anti-counterfeit code, and lambda 1 、λ 2 Respectively set weight factors corresponding to the anti-fake code size and definition.
Comparing the outline corresponding to the anti-counterfeit code in the anti-counterfeit label image of each target monitoring after the anti-counterfeit code printing is finished with the preset outline corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label to obtain a second printing quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label, and marking the second printing quality evaluation coefficient as beta 2i 。
In the above, the second print quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label is obtained, and the specific analysis process is as follows: comparing the outline corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished with the preset outline of the corresponding anti-counterfeit code, and if the outline corresponding to the anti-counterfeit code in a certain target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished with the preset outline of the corresponding anti-counterfeit code, marking the second printing quality evaluation coefficient of the anti-counterfeit code corresponding to the target monitoring anti-counterfeit label as h 1 Otherwise, the second printing quality evaluation coefficient of the anti-counterfeit code corresponding to the target monitoring anti-counterfeit label is marked as h 2 Thereby obtaining the second printing quality evaluation coefficient beta of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label 2i Wherein beta is 2i Value takingIs h 1 Or h 2 And h 1 ＞h 2 ，h 1 、h 2 Are natural numbers.
According to the calculation formula
Obtaining the printing quality evaluation coefficient of the anti-counterfeiting code corresponding to each target monitoring anti-counterfeiting label>
Wherein mu 1 、μ 2 And respectively setting weight factors corresponding to the first printing quality evaluation coefficient of the anti-counterfeiting code and the second printing quality evaluation coefficient of the anti-counterfeiting code, wherein e is a natural constant.
According to the embodiment of the invention, the printing quality of the anti-counterfeiting codes in the anti-counterfeiting labels is analyzed, so that the printing accuracy of the anti-counterfeiting codes in the anti-counterfeiting labels is effectively improved, and the effectiveness of the anti-counterfeiting labels used by subsequent consumers is also improved.
The anti-counterfeit label coating image acquisition module is used for acquiring images corresponding to the target monitoring anti-counterfeit labels after coating spray printing is completed.
The anti-counterfeit label coating quality analysis module is used for analyzing the coating quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to the images corresponding to the target monitoring anti-counterfeit labels after coating jet printing is completed.
In a specific embodiment, the analysis of the coating quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label includes the following specific analysis process: the coating area of each target monitoring anti-counterfeit label is obtained from the corresponding image of each target monitoring anti-counterfeit label after coating spray printing is completed, and is marked as S i And acquiring a preset area corresponding to the coating from a label management database, and marking the preset area as S'.
Referring to fig. 2, the center point corresponding to the coating in each target monitoring anti-counterfeit label is obtained from the image corresponding to each target monitoring anti-counterfeit label after coating jet printing is completed, and then the horizontal line reference line and the vertical line reference line are constructed according to the center point corresponding to the coating in each target monitoring anti-counterfeit label, so as to obtain each target monitoringThe sides of the anti-counterfeit label, which are intersected with the horizontal line reference line and the vertical line reference line respectively, are marked as intersecting lines corresponding to the horizontal line reference line and the vertical line reference line, so that the included angles between the horizontal line reference line and the vertical line reference line in the anti-counterfeit label and the corresponding intersecting lines are obtained, the included angles are marked as the side angles, and the mark is theta ij J represents the number corresponding to each side, j=1, 2.
It should be noted that, the included angles between the horizontal line reference line and the vertical line reference line in each target monitoring anti-counterfeit label and the corresponding intersecting lines are specifically smaller included angles between the horizontal line reference line and the vertical line reference line in each target monitoring anti-counterfeit label and the corresponding intersecting lines.
According to the calculation formula
Obtaining a coating quality evaluation coefficient delta corresponding to each target monitoring anti-counterfeit label i Wherein Δθ is the coating permit offset angle stored in the tag management database, +.>
Respectively setting weight factors corresponding to the coating area and the side angle, wherein pi represents the circumference ratio.
According to the embodiment of the invention, the quality of the coating in the anti-counterfeit label is monitored by each target, so that the uniformity and the integrity of the spray printing of the coating in the anti-counterfeit label are effectively ensured, and the production effect of the subsequent anti-counterfeit label is also improved.
The anti-counterfeit label pasting image acquisition module is used for acquiring images of all target monitoring anti-counterfeit labels after the base adhesive backing paper is pasted.
The backing paper is a roll backing paper.
The anti-counterfeit label pasting quality analysis module is used for analyzing pasting quality evaluation coefficients corresponding to the anti-counterfeit labels based on the images of the anti-counterfeit labels after the pasting of the base adhesive back paper.
Please refer to the figure3, in a specific embodiment, the analyzing the adhesion quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label specifically includes the following steps: obtaining the distance between each target monitoring anti-counterfeiting label and each side edge of the primer backing paper from the image of each target monitoring anti-counterfeiting label after the primer backing paper is stuck, marking the distance as the white distance reserved between each side edge in each target monitoring anti-counterfeiting label, and marking the distance as L ia Wherein a represents the number corresponding to each side margin, a=1, 2.
According to the calculation formula
Obtaining the adhesion quality evaluation coefficient phi corresponding to each target monitoring anti-counterfeit label i Wherein L' represents a standard side margin gap, theta, corresponding to the anti-counterfeit label stored in the label management database 1 And reserving a correction factor corresponding to the white space for the set side.
According to the embodiment of the invention, the pasting quality of the anti-counterfeit labels is analyzed for each target monitoring, so that the uniformity and the attractiveness of pasting the anti-counterfeit labels are effectively ensured, and reliable data is provided for the subsequent anti-counterfeit label production quality analysis.
The anti-counterfeit label production quality analysis and judgment module is used for analyzing the production quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels and further judging the qualified production quality conditions corresponding to the target monitoring anti-counterfeit labels.
In a specific embodiment, the process of analyzing the production quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is as follows: color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Print quality evaluation coefficient of anti-counterfeit code
Coating quality evaluation coefficient delta i And a paste quality evaluation coefficient phi i Substitution into a calculation formula
In the process, the monitoring anti-counterfeiting label of each target is obtainedProduction quality evaluation coefficient psi corresponding to label i Wherein τ 1 、τ 2 、τ 3 、τ 4 Respectively setting weight factors corresponding to the color printing quality evaluation coefficient, the anti-counterfeiting code printing quality evaluation coefficient, the coating quality evaluation coefficient and the pasting quality evaluation coefficient.
In another specific embodiment, the specific judging process is as follows: comparing the production quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label with the set standard anti-counterfeit label production quality evaluation coefficient, if the production quality evaluation coefficient corresponding to a certain target monitoring anti-counterfeit label is greater than or equal to the standard anti-counterfeit label production quality evaluation coefficient, judging that the production quality corresponding to the target monitoring anti-counterfeit label is qualified, otherwise, judging that the production quality corresponding to the target monitoring anti-counterfeit label is not qualified, and judging that the production quality corresponding to each target monitoring anti-counterfeit label is qualified in this way.
According to the embodiment of the invention, the production quality corresponding to each target monitoring anti-counterfeit label is analyzed, so that the problem that the current manual detection has contingency and unilateral property is solved, the intelligent monitoring of the production quality of the anti-counterfeit label is realized, and the production quality of the anti-counterfeit label and the convenience of a consumer in identifying the authenticity of a product are effectively ensured.
And the display terminal is used for sending an unqualified signal to the production management background and displaying when the production quality corresponding to the target monitoring anti-counterfeit label is unqualified.
The label management database is used for storing preset production images corresponding to the target monitoring anti-counterfeit labels, storing preset sizes and preset definition corresponding to the anti-counterfeit codes and preset outlines corresponding to the anti-counterfeit codes in the target monitoring anti-counterfeit labels, storing preset areas and allowable offset angles corresponding to the target coating, and storing standard side margin clearance corresponding to the anti-counterfeit labels.
The foregoing is merely illustrative of the structures of this invention and various modifications, additions and substitutions for those skilled in the art can be made to the described embodiments without departing from the scope of the invention or from the scope of the invention as defined in the accompanying claims.
Claims (4)
1. An electronic anti-counterfeit label production monitoring management system based on artificial intelligence, which is characterized by comprising:
the anti-counterfeiting label color printing information acquisition module is used for acquiring color printing information corresponding to each target monitoring anti-counterfeiting label after color printing is completed;
the anti-counterfeit label color printing quality analysis module is used for analyzing color printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to color printing information corresponding to the target monitoring anti-counterfeit labels after color printing is completed;
the color printing quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is analyzed, and the specific analysis process is as follows:
acquiring preset brightness, preset color tone and preset saturation corresponding to each acquisition point in each target monitoring anti-counterfeit label after color printing from preset production images of each target monitoring anti-counterfeit label stored in a label management database, and marking the preset brightness, the preset color tone and the preset saturation as LD respectively i ′ b 、SD i ′ b And HD (HD) i ′ b Wherein i represents the number corresponding to each target monitoring anti-counterfeit label, i=1, 2. Once again, n is, b represents the corresponding number of each acquisition point, b=1, 2. P;
according to the calculation formula
Obtaining color printing color quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels
Wherein LD ib 、SD ib 、HD ib Respectively representing brightness, tone and saturation corresponding to the b-th acquisition point in the ith target monitoring anti-counterfeit label image after color printing 1 、ε 2 、ε 3 Weights corresponding to the set brightness, hue and saturation of the imageThe factor gamma is a correction factor corresponding to the set color quality evaluation coefficient of the color printing;
presetting a production image based on each target monitoring anti-counterfeit label to obtain preset positions corresponding to each color printing character, comparing the preset positions with the positions corresponding to each color printing character in each target monitoring anti-counterfeit label image after color printing, analyzing to obtain color printing character position quality evaluation coefficients corresponding to each target monitoring anti-counterfeit label, and marking the color printing character position quality evaluation coefficients as
Acquiring the outline corresponding to each preset color printing character from the preset production image of each target monitoring anti-counterfeit label, comparing the outline with the outline corresponding to each color printing character in each target monitoring anti-counterfeit label after color printing is finished, obtaining the outline quality evaluation coefficient of the color printing character corresponding to each target monitoring anti-counterfeit label, and marking as
According to the calculation formula
Obtaining color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Wherein eta 1 、η 2 、η 3 Respectively setting weight factors corresponding to the color printing color quality evaluation coefficients, the color printing character position quality evaluation coefficients and the color printing character outline quality evaluation coefficients;
the anti-counterfeit label anti-counterfeit code image acquisition module is used for acquiring images corresponding to the monitoring anti-counterfeit labels of the targets after the anti-counterfeit code printing is completed;
the anti-counterfeit label anti-counterfeit code quality analysis module is used for analyzing the anti-counterfeit code printing quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels based on the images corresponding to the target monitoring anti-counterfeit labels after the anti-counterfeit code printing is completed;
the specific analysis process of the anti-counterfeit code printing quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is as follows:
acquiring the size, definition and outline corresponding to the anti-counterfeit code in the anti-counterfeit label image monitored by each target after the anti-counterfeit code printing is finished from the image corresponding to the anti-counterfeit label monitored by each target after the anti-counterfeit code printing is finished;
acquiring preset size and definition corresponding to the anti-counterfeiting codes and preset contours corresponding to the anti-counterfeiting codes in the target monitoring anti-counterfeiting labels from a label management database;
according to the calculation formula
Obtaining first printing quality evaluation coefficients beta of anti-counterfeiting codes corresponding to the target monitoring anti-counterfeiting labels 1i Wherein C i 、Q i Respectively representing the corresponding size and definition of the anti-counterfeit code in the ith target monitoring anti-counterfeit label image after the anti-counterfeit code printing is finished, wherein C 'and Q' are respectively the corresponding preset size and definition of the anti-counterfeit code, and lambda 1 、λ 2 Respectively setting weight factors corresponding to the size and definition of the anti-fake code;
comparing the outline corresponding to the anti-counterfeit code in the anti-counterfeit label image of each target monitoring after the anti-counterfeit code printing is finished with the preset outline corresponding to the anti-counterfeit code in each target monitoring anti-counterfeit label to obtain a second printing quality evaluation coefficient of the anti-counterfeit code corresponding to each target monitoring anti-counterfeit label, and marking the second printing quality evaluation coefficient as beta 2i ；
According to the calculation formula
Obtaining the printing quality evaluation coefficient of the anti-counterfeiting code corresponding to each target monitoring anti-counterfeiting label>
Wherein mu 1 、μ 2 Respectively setting weight factors corresponding to the first printing quality evaluation coefficients of the anti-counterfeiting codes and the second printing quality evaluation coefficients of the anti-counterfeiting codes, wherein e is a natural constant;
the anti-counterfeit label coating image acquisition module is used for acquiring images corresponding to the target monitoring anti-counterfeit labels after coating spray printing is completed;
the anti-counterfeit label coating quality analysis module is used for analyzing coating quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels according to images corresponding to the target monitoring anti-counterfeit labels after coating jet printing is completed;
the coating quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels are analyzed, and the specific analysis process is as follows:
the coating area of each target monitoring anti-counterfeit label is obtained from the corresponding image of each target monitoring anti-counterfeit label after coating spray printing is completed, and is marked as S i Acquiring a preset area corresponding to the coating from a label management database, and marking the preset area as S';
acquiring center points corresponding to coatings in all target monitoring anti-counterfeit labels from images corresponding to the target monitoring anti-counterfeit labels after coating jet printing is completed, further constructing horizontal line reference lines and vertical line reference lines by the center points corresponding to the coatings in all target monitoring anti-counterfeit labels, obtaining all sides intersecting with the horizontal line reference lines and the vertical line reference lines respectively in all target monitoring anti-counterfeit labels, marking the sides intersecting lines corresponding to the horizontal line reference lines and the vertical line reference lines as all intersecting lines respectively, obtaining included angles between the horizontal line reference lines and the vertical line reference lines in all target monitoring anti-counterfeit labels and the intersecting lines corresponding to the horizontal line reference lines and the vertical line reference lines respectively, marking the included angles as all side angles as theta ij J represents the number corresponding to each side, j=1, 2..m;
according to the calculation formula
Obtaining a coating quality evaluation coefficient delta corresponding to each target monitoring anti-counterfeit label i Wherein Δθ is the coating permit offset angle stored in the tag management database, +.>
Respectively setting weight factors corresponding to the coating area and the side angle, wherein pi represents the circumference ratio;
the anti-counterfeit label pasting image acquisition module is used for acquiring images of all target monitoring anti-counterfeit labels after the pasting of the base adhesive back paper is completed;
the anti-counterfeit label pasting quality analysis module is used for analyzing pasting quality evaluation coefficients corresponding to all the target monitoring anti-counterfeit labels based on the images of all the target monitoring anti-counterfeit labels after the primer backing paper is pasted;
the specific analysis process of the adhesion quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is as follows:
obtaining the distance between each target monitoring anti-counterfeiting label and each side edge of the primer backing paper from the image of each target monitoring anti-counterfeiting label after the primer backing paper is stuck, marking the distance as the white distance reserved between each side edge in each target monitoring anti-counterfeiting label, and marking the distance as L ia Wherein a represents the number corresponding to each side margin, a=1, 2..z;
according to the calculation formula
Obtaining the adhesion quality evaluation coefficient phi corresponding to each target monitoring anti-counterfeit label i Wherein L' represents a standard side margin gap, theta, corresponding to the anti-counterfeit label stored in the label management database 1 Reserving correction factors corresponding to the white intervals for the set side edges;
the anti-counterfeit label production quality analysis and judgment module is used for analyzing the production quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels and further judging the qualified production quality conditions corresponding to the target monitoring anti-counterfeit labels;
the production quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels are analyzed, and the specific analysis process is as follows:
color printing quality evaluation coefficient alpha corresponding to each target monitoring anti-counterfeit label i Print quality evaluation coefficient of anti-counterfeit code
Coating quality evaluation coefficient delta i And a paste quality evaluation coefficient phi i Substitution into a calculation formula
Obtaining the production quality evaluation coefficient psi corresponding to each target monitoring anti-counterfeit label i Wherein τ 1 、τ 2 、τ 3 、τ 4 Respectively setting weight factors corresponding to the color printing quality evaluation coefficient, the anti-counterfeiting code printing quality evaluation coefficient, the coating quality evaluation coefficient and the pasting quality evaluation coefficient;
the production quality qualification condition corresponding to each target monitoring anti-counterfeit label is judged, and the specific judgment process is as follows:
comparing the production quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label with the set standard anti-counterfeit label production quality evaluation coefficient, if the production quality evaluation coefficient corresponding to a certain target monitoring anti-counterfeit label is greater than or equal to the standard anti-counterfeit label production quality evaluation coefficient, judging that the production quality corresponding to the target monitoring anti-counterfeit label is qualified, otherwise, judging that the production quality corresponding to the target monitoring anti-counterfeit label is not qualified, and judging that the production quality corresponding to each target monitoring anti-counterfeit label is qualified in this way;
and the display terminal is used for sending an unqualified signal to the production management background and displaying when the production quality corresponding to the target monitoring anti-counterfeit label is unqualified.
2. The electronic anti-counterfeit label production monitoring and management system based on artificial intelligence according to claim 1, wherein: the color printing information corresponding to the target monitoring anti-counterfeiting label after the color printing is finished comprises outlines corresponding to the color printing characters, positions corresponding to the color printing characters, brightness corresponding to the collecting points, color tone corresponding to the collecting points and saturation corresponding to the collecting points.
3. The electronic anti-counterfeit label production monitoring and management system based on artificial intelligence according to claim 1, wherein: the color printing character position quality evaluation coefficient corresponding to each target monitoring anti-counterfeit label is obtained through analysis, and the specific analysis process is as follows:
preset positions corresponding to the color printing characters and after the color printing is finishedThe corresponding positions of the color printing characters in the target monitoring anti-counterfeiting label image are imported into a set two-dimensional coordinate system to obtain preset position coordinates corresponding to the color printing characters and position coordinates corresponding to the color printing characters in the target monitoring anti-counterfeiting label image after the color printing is finished, and the preset position coordinates and the position coordinates are respectively marked as (x '' f ,y′ f ) And (x) if ,y if ) Wherein f represents a number corresponding to each color print, f=1, 2.
According to the calculation formula
Obtaining color printing character position quality evaluation coefficients corresponding to the target monitoring anti-counterfeit labels>
Wherein sigma 1 、σ 2 And respectively setting weight factors corresponding to the coordinates of the set color printing character positions on the x axis and the y axis, wherein xi is a correction factor corresponding to the set color printing character position quality evaluation coefficient.
4. The electronic anti-counterfeit label production monitoring and management system based on artificial intelligence according to claim 1, wherein: the label management database is used for storing preset production images corresponding to the target monitoring anti-counterfeit labels, storing preset sizes and preset definition corresponding to the anti-counterfeit codes and preset outlines corresponding to the anti-counterfeit codes in the target monitoring anti-counterfeit labels, storing preset areas and allowable offset angles corresponding to the target coating, and storing standard side margin clearance corresponding to the anti-counterfeit labels.
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