Automatic color pattern recognition of multispectral printed fabric images

Printed fabrics often have rich colors and variable patterns in different sizes and shapes, which make it difficult to achieve accurate pattern recognition and color measurement using traditional spectrophotometers and digital cameras. This paper develops a grid-based density peaks clustering (GDPC)...

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Bibliographic Details
Published in:	Journal of intelligent manufacturing Vol. 34; no. 6; pp. 2747 - 2763
Main Authors:	Zhang, Jie, Yao, Pengpeng, Wu, Hochung, Xin, John H.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.08.2023 Springer Nature B.V
Subjects:	Advanced manufacturing technologies Algorithms Business and Management Clustering Color imagery Color measurement Computing time Control Digital cameras Fabrics Image processing Machines Manufacturing Mathematical analysis Mechatronics Pattern recognition Pixels Principal components analysis Processes Production Robotics Spectrophotometers Grid-based density peaks clustering algorithm Pattern recognition Printed fabrics Multispectral imaging method
ISSN:	0956-5515, 1572-8145
Online Access:	Get full text
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