Color lookup table generation model training method, image generation method and device

The invention relates to a training method of a color lookup table generation model, and an image generation method and device, and the training method of the color lookup table generation model comprises the steps: generating a first image corresponding to each original image according to a target...

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Bibliographic Details
Main Authors ZHENG AMIN, HUANG HUIJUAN
Format Patent
LanguageChinese
English
Published 03.11.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:The invention relates to a training method of a color lookup table generation model, and an image generation method and device, and the training method of the color lookup table generation model comprises the steps: generating a first image corresponding to each original image according to a target description text and a plurality of original images; inputting the original image into an initial color lookup table generation model to obtain an initial color lookup table; taking the color value of each pixel point of the original image as a lookup color value, and performing lookup in the initial color lookup table to obtain a target color value corresponding to each pixel point of the original image; determining the target color value corresponding to each pixel point as the color value of each pixel point in the second image to obtain the second image; and training the initial color lookup table generation model according to the difference between the first image and the second image to obtain a color lookup
Bibliography:Application Number: CN202310906576