Method for controlling the quality of printed documents based on pattern matching
View Patent ↗A method for controlling the quality of printed documents, such as banknotes, in which only part of the surface of the printed documents is available for inspection, comprising the steps of (i) storing a reference image; (ii) acquiring a sample image of a sample printed document to be controlled, which sample image covers only a limited portion of the sample printed document; (iii) selecting a search pattern within the acquired sample image; (iv) searching the reference image for a match with the selected search pattern, (v) determining control parameters linked to the position of the search pattern within said sample image and within said reference image, (vi) comparing the control parameters linked to the position of the search pattern within the sample image with the control parameters linked to the position of the search pattern within the reference image; and (vii) based on the results of the comparison of the control parameters, accepting or rejecting the sample printed document.
1. A method for controlling the quality of printed documents, such as banknotes and other similar documents, in an environment where only part of the surface of the printed documents is available for inspection, the method comprising the following steps:
storing a reference image that is a scanned image of at least a portion of a reference printed document meeting desired quality requirements,
acquiring a sample image of a sample printed document to be controlled, which sample image covers only a limited portion of the sample printed document,
selecting a search pattern within the acquired sample image,
searching the reference image for a match pattern corresponding to the selected search pattern,
determining quality control parameters linked to the position of the search pattern within the sample image and quality control parameters linked to the position of the match pattern within the reference image,
comparing the quality control parameters linked to the position of the search pattern within the sample image with the quality control parameters linked to the position of the match pattern within the reference image,
based on the results of the comparison of the control parameters, accepting or rejecting the sample printed document.
2. The method as defined in claim 1 , wherein searching the reference image for the match pattern corresponding to the selected search pattern uses a pattern matching algorithm.
3. The method as defined in claim 2 , wherein the pattern matching algorithm includes cross-correlating the reference image with the sample image.
4. The method according to claim 2 , wherein the pattern matching algorithm is based on fuzzy pattern classification (FPC).
5. The method according to claim 4 , wherein the fuzzy pattern classification (FPC) is carried out on a spectral transform of pixel information from the sample and reference images.
6. The method as defined in claim 1 , further comprising the step of pre-processing the reference image and/or sample image.
7. The method as defined in claim 6 , wherein the step of pre-processing includes shading correction, contrast adjustment, rotation, scaling, distortion and/or filtering of the reference image and/or sample image so that both images have substantially the same shading, contrast, orientation, scale, distortion and/or noise level.
8. The method as defined in claim 1 , wherein the quality control parameters include at least a distance between an edge of the printed document and a position of the search pattern within the sample and reference images.
9. The method as defined in claim 8 , and further comprising the step of controlling the print-to-cut register of the printed documents.
10. The method as defined in claim 9 , carried out while performing counting of the number of printed documents within a pack or bundle of stacked printed documents.
11. The method as defined in claim 1 , wherein the quality control parameters include at least a distance between two printed patterns printed during distinct printing phases of the production process of the printed documents.
12. The method as defined in claim 1 , including selecting a plurality of search patterns within the sample image and searching the reference image for a plurality of match patterns corresponding to the plurality of search patterns.
13. An inspection system for carrying out the method according to claim 1 , wherein pattern matching is carried out based on a spectral transform of pixel information from the sample and reference images and wherein the spectral transform is hardware-implemented on one Field Programmable Gate Array (FPGA).
14. A method for controlling the quality of printed documents, such as banknotes and other similar documents, in an environment where only part of the surface of the printed documents is available for inspection, the method comprising the following steps:
storing a reference image that is an image built by assembling several sample images to form the reference from several printed documents meeting desired quality requirements,
acquiring a sample image of a sample printed document to be controlled, which sample image covers only a limited portion of the sample printed document,
selecting a search pattern within the acquired sample image,
searching the reference image for a match pattern corresponding to the selected search pattern,
determining quality control parameters linked to the position of the search pattern within the sample image and quality control parameters linked to the position of the match pattern within the reference image,
comparing the quality control parameters linked to the position of the search pattern within the sample image with the quality control parameters linked to the position of the match pattern within the reference image,
based on the results of the comparison of the control parameters, accepting or rejecting the sample printed document.