A method for printing defect detection includes processing and analyzing a difference image obtained by comparing an image scanned with a verifier to a reference image. The detected defects are grouped, and the grouping is refined. Confidence level values are then assigned to the refined groups, and analysis is performed to determine if one or more servicing actions should be taken.

Aspects of the present disclosure relate to adjusting an illumination of a user depicted in one or more images when using a video conferencing application. In one example, one or more images depicting the user may be received from an image sensor. Further, an illumination of the user depicted in the one or more images may be determined to be unsatisfactory. For example, the user's face may be too bright or too dim. Accordingly, content displayed at a display device may identified and then modified. The modified content may then be rendered to a display device thereby changing the illumination of the user depicted in subsequent images. In examples, the modified content may include a graphical element, such as a ring of a specific color at least partially surrounding content rendered to and displayed at the display device.

An apparatus includes circuitry to receive an input of problem information that is information on a problem, transmit the problem information to an information processing apparatus communicably connected to the apparatus via a network, and receive, from the information processing apparatus, troubleshooting information corresponding to the problem information. The troubleshooting information is information for solving the problem. The circuitry outputs the troubleshooting information, and transmits, to an extraneous resource, a repair request including the problem information and information indicating whether the troubleshooting information has been output.

An inspection apparatus registers, as a reference image, image data generated based on a print job or image data obtained by scanning a printed sheet. The inspection apparatus sets a determination criterion value used in an inspection of a printed material to determine quality of the printed material and determines, in an inspection method for inspecting the printed material using the registered reference image which is based on image data generated based on a print job, quality of the printed material based on a difference between scanned image data that is obtained by scanning the print material and the registered reference image and on the determination criterion value. The inspection apparatus controls updating of the registered reference image based on a result of the determination.

A printing system is described. The printing system includes a memory to store print performance prediction logic and a processor to execute the print performance prediction logic to train a prediction model, receive print job metadata, receive configuration criteria of a printing system and predict first processing performance measurements of the printing system using the prediction model to simulate the printing system based on the print job metadata and the configuration criteria.

An image forming apparatus includes a printer, a first reader, a second reader, and a processor. The printer is configured to print an image having diagnostic information on a sheet of paper. The first reader is configured to read a first image from the sheet of paper. The second reader is configured to read a second image from the sheet of paper. The processor is configured to cause a display to display a diagnosis result of a defect based on the first image and the second image.

A processor identifies print defect locations where printing defects occur and a assigns different sensitivity values to different zones of a job image being prepared for printing by a printing engine. The processor changes the orientation of the job image to a revised orientation, relative to print media, to avoid locating one or more high-sensitivity zones of the job image in the print defect locations. The high-sensitivity zones are ones of the zones having a sensitivity value above a threshold sensitivity value. The printing engine prints the job image on the print media at the revised orientation.

The present invention directs to an information processing apparatus comprising a nonvolatile storage unit configured to store at least first management information including information regarding number of sectors in a storage area, second management information including information regarding a partition, and third management information for restoring the second management information. The information processing apparatus comprises verifying validity of the second management information on start-up of the information processing apparatuses, identifying, in a case where an abnormality is detected in the second management information in the verifying, a storage location of the third management information based on the first management information, and restoring the second management information in which the abnormality is detected using the third management information.

A diagnostic system may comprise an image forming apparatus that forms a diagnostic image on a sheet and an image capturing apparatus that captures an image of the sheet on which the diagnostic image is formed and which has been discharged from the image forming apparatus, and outputs the image captured as a sheet image. The image capturing apparatus may make a diagnosis for a component of the image forming apparatus based on a position of an image deficiency in the sheet image, and output a diagnosis result for the component of the image forming apparatus.

This disclosure provides an image processing apparatus that is connected to a printing apparatus, sequentially receives a plurality of recording media on which printing was performed by the printing apparatus, and inspects a quality of images formed on the recording media, wherein the image processing apparatus receives a reference image, acquires a plurality of scanned images by sequentially scanning the recording media output from the printing apparatus and having the images to be inspected recorded thereon, receives phase information of an image bearing member of the printing apparatus, detects, for each of the scanned images, a defect on the scanned image by comparing a pixel value of the reference image and a pixel value of the scanned image, and determines whether a defect has reproducibility based on positions of defects on the recording media calculated from the phase information.