A method to diagnosis an electro-mechanical part on an image forming device comprises: determining an incident count for a first time interval for the electro-mechanical part; determining if the incident count for the first time interval exceeds a first threshold level; marking the incident count as a high rate if the incident count exceeds the first threshold level; marking the incident count as a low rate if the incident count is more than 0 but equal to or less than the first threshold level; marking the incident count as a zero rate if the incident count is equal to 0; monitoring the electro-mechanical part for a second time interval, wherein the second time interval is a plurality of first time intervals; cumulating a number of first time intervals with the low rate during the second time intervals; and marking the electro-mechanical part as needing to be one of repaired or serviced when the number of first time intervals with the low rate during the second time intervals exceeds a second threshold level.

A method to diagnosis an electro-mechanical part on an image forming device comprises: determining an incident count for a first time interval for the electro-mechanical part; determining if the incident count for the first time interval exceeds a first threshold level; marking the incident count as a high rate if the incident count exceeds the first threshold level; marking the incident count as a low rate if the incident count is more than 0 but equal to or less than the first threshold level; marking the incident count as a zero rate if the incident count is equal to 0; monitoring the electro-mechanical part for a second time interval, wherein the second time interval is a plurality of first time intervals; cumulating a number of first time intervals with the low rate during the second time intervals; and marking the electro-mechanical part as needing to be one of repaired or serviced when the number of first time intervals with the low rate during the second time intervals exceeds a second threshold level.

An image forming system includes: an image-data transmission unit that transmits image data; and an image-data receiving unit that receives the image data, the image-data transmission unit being connected to the image-data receiving unit through a transmission path having lanes used for a color machine, at the time of image data transmission, the image-data transmission unit adding an error check code to image data, and transmitting the image data to the image-data receiving unit, in a first unit of the image data, the image-data receiving unit calculating an error check code in the first unit, comparing the calculated error check code with the error check code transmitted, and when the calculated error check code disagrees with the error check code transmitted, transmitting an error to the image-data transmission unit, and when the image-data transmission unit receives the error, the image-data transmission unit retransmitting image data corresponding to the error.

A method to diagnosis an electro-mechanical part on an image forming device comprises: determining an incident count for a first time interval for the electro-mechanical part; determining if the incident count for the first time interval exceeds a first threshold level; marking the incident count as a high rate if the incident count exceeds the first threshold level; marking the incident count as a low rate if the incident count is more than 0 but equal to or less than the first threshold level; marking the incident count as a zero rate if the incident count is equal to 0; monitoring the electro-mechanical part for a second time interval, wherein the second time interval is a plurality of first time intervals; cumulating a number of first time intervals with the low rate during the second time intervals; and marking the electro-mechanical part as needing to be one of repaired or serviced when the number of first time intervals with the low rate during the second time intervals exceeds a second threshold level.

An image processing apparatus includes an edge pixel extractor for extracting an edge pixel from an input image, an end pixel extractor for extracting an end pixel in the input image, an edge pixel addition module for adding the end pixel extracted by the end pixel extractor as an edge pixel based on a pixel value of a pixel located within a first range from the end pixel, a straight line extractor for extracting straight lines from the edge pixel extracted by the edge pixel extractor and the end pixel added as an edge pixel by the edge pixel addition module, and a rectangle region detector for detecting a rectangle region from the extracted straight lines.