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1. US20210327104 - IMAGE PROCESSING METHOD, IMAGE PROCESSING SYSTEM, AND PROGRAM

Office
United States of America
Application Number 17360536
Application Date 28.06.2021
Publication Number 20210327104
Publication Date 21.10.2021
Publication Kind A1
IPC
G06T 11/00
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D image generation
G06T 11/40
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D image generation
40Filling a planar surface by adding surface attributes, e.g. colour or texture
G06T 11/20
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D image generation
20Drawing from basic elements, e.g. linesĀ or circles
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
CPC
G06N 3/049
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
049Temporal neural nets, e.g. delay elements, oscillating neurons, pulsed inputs
G06T 11/001
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D [Two Dimensional] image generation
001Texturing; Colouring; Generation of texture or colour
G06T 11/203
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D [Two Dimensional] image generation
20Drawing from basic elements, e.g. lines or circles
203Drawing of straight lines or curves
G06T 11/40
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
112D [Two Dimensional] image generation
40Filling a planar surface by adding surface attributes, e.g. colour or texture
Applicants CYGAMES, INC.
Inventors Shuichi Kurabayashi
Priority Data 2018247800 28.12.2018 JP
Title
(EN) IMAGE PROCESSING METHOD, IMAGE PROCESSING SYSTEM, AND PROGRAM
Abstract
(EN)

Provided is an image processing method wherein a computer: generates an estimation model for estimating the colorized image from the line-drawing image for each element through machine learning using the learning data of that element; identifies the element corresponding to the subject line-drawing image; generates the colorized image that is to be paired with the subject line-drawing image, on the basis of the estimation model corresponding to the identified element and the subject line-drawing image; generates a colorization layer of an image file including a line-drawing layer and the colorization layer by using the subject colorized image; extracts the modified colorization layer and the corresponding line-drawing layer as the image pair for learning; and stores a pair of the line-drawing image of the extracted line-drawing layer and the colorized image of the extracted colorization layer, as the learning data, in association with the element corresponding to the estimation model.


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