# US 2019/0246005 A1 · Method for image inspection of printed products using adaptive image smoothing

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- Number: US 2019/0246005 A1
- Document ID: US20190246005A1
- Status: Published application
- Kind: A1
- Application number: 16/268,562
- Filed: 2019-02-06
- Published: 2019-08-08
- Earliest claimed: 2018-02-06
- Assignees: Heidelberger Druckmaschinen AG
- Applicants: Heidelberger Druckmaschinen AG
- Inventors: IMMANUEL FERGEN; FRANK SCHUMANN
- Web page: https://patentgrep.com/patent/US20190246005A1

## CPC

- B41F 33/0036: {Devices for scanning or checking the printed matter for quality control}
- G06T 5/20: using local operators
- G06T 5/70: Denoising; Smoothing
- G06T 7/001: {using an image reference approach}
- G06V 10/993: {Evaluation of the quality of the acquired pattern}
- H04N 1/4092: {Edge or detail enhancement}
- G06T 2207/10008: from scanner, fax or copier
- G06T 2207/20012: Locally adaptive
- G06T 2207/20224: Image subtraction
- G06T 2207/30144: Printing quality
- B41F: PRINTING MACHINES OR PRESSES (manifolding devices or office printing machines B41L)
- G06T: IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- H04N: PICTORIAL COMMUNICATION, e.g. TELEVISION

## Abstract

A method for image inspection of printed products in a printing material processing machine includes using an image sensor to capture and digitize printed products during image inspection by an image capture system, using a computer to carry out a comparison of captured digital printed images with a digital reference image, examining a result of the comparison for image regions with blurry regions in the captured digital printed image, calculating suitable smoothing factors for the blurry image regions, and then carry out smoothing of the digital reference image with the calculated, suitable smoothing factors for the blurry image regions, causing the digital reference image to have a blurriness comparable to the captured digital printed image in the image regions. Printed products detected as faulty are removed upon an occurrence of deviations of the captured digital printed image from the digital reference image.

## Claims

### Claim 1

A method for the image inspection of printed products in a printing material processing machine, the method comprising the following steps:
using at least one image sensor to capture and digitize produced printed products during an image inspection by an image capture system;
using a computer to carry out a comparison of captured digital printed images with a digital reference image;
examining a result of the comparison for image regions with blurry regions in the captured digital printed image;
calculating suitable smoothing factors for the blurry image regions;
then carry out smoothing of the digital reference image with the calculated, suitable smoothing factors for the blurry image regions, causing the digital reference image to have a blurriness comparable to the captured digital printed image in the image regions; and
removing printed products detected as faulty upon an occurrence of deviations of the captured digital printed image from the digital reference image.

### Claim 2 (depends on 1)

The method according to claim 1, which further comprises carrying out the calculation of the smoothing factors by the computer during a learning phase of the image capture system at a start of each print job, individually for specific captured digital printed images of the print job.

### Claim 3 (depends on 2)

The method according to claim 2, which further comprises comparing a plurality of captured digital printed images with the digital reference image and making a selection from results of the comparison by using mathematical operators, in order to calculate the smoothing factors by using the computer during the learning phase of the image capture system at the start of each print job.

### Claim 4 (depends on 3)

The method according to claim 3, which further comprises calculating average values, median values, minimum and maximum values of the comparison results in the selection by using mathematical operators by the computer.

### Claim 5 (depends on 1)

The method according to claim 1, which further comprises in addition or as an alternative to the smoothing of the digital reference image, using the computer to carry out smoothing of the captured digital printed image to be currently compared, in each case before the comparison of the captured digital printed images with the digital reference image.

### Claim 6 (depends on 1)

The method according to claim 1, which further comprises calculating updated smoothing factors once more for distorted image regions with current, captured digital printed images, and appropriately modifying the digital reference image therewith, at regular intervals during the image inspection.

### Claim 7 (depends on 1)

The method according to claim 1, which further comprises printing the printed products on printing sheets by using a sheet-fed printing machine as the printing material processing machine.

### Claim 8 (depends on 7)

The method according to claim 7, which further comprises using an inkjet or an offset printing machine as the sheet-fed printing machine.