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

專(zhuān)利號(hào)
US11175863B2
公開(kāi)日期
2021-11-16
申請(qǐng)人
CANON KABUSHIKI KAISHA（JP Tokyo）
發(fā)明人
Satoshi Ikeda
IPC分類(lèi)
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(shuō)明書(shū)

y , p ? ? 4 ) [ Math . ? 27 ]

Here,
wxyp(D4)??[Math. 28]

is a weight held in the neural network.

Lastly, an activation layer 1205 performs a non-linear process on the v value and outputs an O value as a determination result. This process is similar to that by the activation layer 605.

In the above embodiment, a method of obtaining an estimated image by using a single neural network has been described. According to the present embodiment, the amount of operation for the learning is reduced.

Embodiment 3

權(quán)利要求

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