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Image processing apparatus, learning apparatus, image processing method, learning method, and storage medium for estimating printing result

專利號
US11175863B2
公開日期
2021-11-16
申請人
CANON KABUSHIKI KAISHA(JP Tokyo)
發(fā)明人
Satoshi Ikeda
IPC分類
G06F3/12; G06N3/08; G06N3/04
技術(shù)領(lǐng)域
image,data,estimation,learning,unit,in,printing,scanned,math,input
地域: Tokyo

摘要

The technique of the present disclosure provides an image processing apparatus for estimating a printing result of image data to be printed with a small amount of operation after the image data is obtained. The apparatus is an image processing apparatus for estimating a printing result to be obtained by printing input image data with a printer, including: an obtaining unit that obtains the input image data; and an estimation unit that estimates the printing result based on the input image data. The estimation unit has been caused to learn scanned image data as correct data, the scanned image data being obtained by reading, with a scanner, a printing result obtained by printing predetermined image data with the printer.

說明書

Also, a learning unit 1303 learns internal parameters of the image estimation processing unit 1302. Note that the image estimation processing unit 1302 and the learning unit 1303 may process as separate apparatuses. In an example, the learning unit 1303 may learn the internal parameters of the image estimation processing unit 1302 in advance and only the image estimation processing unit 1302 may be used at the time of estimating an image.

The configuration of the image estimation processing unit 1302 is similar to that of the first estimation unit 203 in embodiment 1. Moreover, the configuration of the learning unit 1303 is similar to that of the first learning unit 206 in embodiment 1.

In the present embodiment, a description has been given of a method of estimating the degree of scattering or bleeding of the color material, instead of estimating the printing result. According to the present embodiment, the degree of scattering or bleeding of the color material is estimated with a small amount of learning operation.

Embodiment 4

In embodiments 1 to 3, estimated printed image data is calculated for inputted image data. In embodiment 4, a discussion will be given of an embodiment in which a display unit is further included and estimated image data is displayed to the user before printing. The difference from embodiment 2 will be discussed below.

<Process in Image Processing Apparatus>

權(quán)利要求

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