METHOD OF DIGITAL MEASURING COLOR OF FABRICS BASED ON DIGITAL CAMERA

Patent №

US 11,614,362

Granted

2023-03-28

Filed 2022

Owner

WUHAN TEXTILE UNIVERSITY

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17869771

A method of digital measuring the color of fabrics based on digital camera, includes: making plain fabric samples; obtaining ground-truth color of plain fabrics using a spectrophotometer; capturing a raw format digital image of the plain fabrics using the digital camera and extracting raw camera responses of the plain fabrics; capturing a raw format digital image of a target fabric and extracting the raw camera responses of a ROI in the target fabric; calculating a Euclidean distance and a similarity coefficient between the raw camera responses of the ROI in the target fabric and the plain fabrics; normalizing the Euclidean distance and the similarity coefficient; calculating a weighting coefficient of each color data of the plain fabrics based on the normalized Euclidean distance and similarity coefficient; weighting every color data of plain fabrics with a corresponding weighting coefficient; and summing the weighted color data of the plain fabrics.

Machine learningVisionG01J 3/46G01J 3/465G01J 3/50G06T 7/0004G06T 7/001G06T 7/90G01J 2003/466G06T 2207/30124

AI classification

Vision1.00
Machine learning0.60
Knowledge representation0.00
Natural language0.00
AI hardware0.00
Evolutionary computation0.00
Speech0.00
Planning0.00

Ownership

WUHAN TEXTILE UNIVERSITY

assignment · 605750030

Assignors

LIANG, JIN XING, ZUO, ZHUAN, ZHOU, JING, HU, XIN RONG, HE, RU HAN, LIU, QI, XIE, LI KUN, CHENG, JING YAO, YANG, HONG HUAN, LI, XIN RAN, JIN, RAN, GAO, LING YUE

On an employer assignment, the assignors are typically the inventors.

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