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International Journal of Production Research Volume 61, 2023 - Issue 13: Industrial Intelligence-driven Production and Operations Management
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Research Articles

A knowledge augmented image deblurring method with deep learning for in-situ quality detection of yarn production

Chuqiao Xua School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0001-5611-2990View further author information
ORCID Icon,
Junliang Wangb Institute of Artificial Intelligence, Donghua University, Shanghai, People’s Republic of ChinaView further author information
,
Jing Taoc College of Mechanical Engineering, Donghua University, Shanghai, People’s Republic of ChinaView further author information
,
Jie Zhangb Institute of Artificial Intelligence, Donghua University, Shanghai, People’s Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6215-0237View further author information
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Ray Y. Zhongd Department of Industrial and Manufacturing System Engineering, University of Hong Kong, Hong Kong, People’s Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-3011-2009View further author information
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Pages 4220-4236 | Received 18 Apr 2021, Accepted 10 Nov 2021, Published online: 10 Jan 2022

Citations (7)

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Ajit Sharma. (2024) Making electric vehicle batteries safer through better inspection using artificial intelligence and cobots. International Journal of Production Research 62:4, pages 1277-1296.
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Articles from other publishers (6)

Chuqiao Xu, Linchen Xu, Shuxuan Zhao, Lianqing Yu & Chengjun Zhang. (2024) Complementary knowledge augmented multimodal learning method for yarn quality soft sensing. Engineering Applications of Artificial Intelligence 133, pages 108057.
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Imane El Malki, François Jauberteau, Amine Laghrib & Mourad Nachaoui. (2024) A bilevel learning approach for nonlocal image deblurring with variable weights parameter. Digital Signal Processing 149, pages 104505.
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R. Felista Sugirtha Lizy, Ibrahim M. H.Chinnadurai Manthiramoorthy. 2024. Emerging Technologies and Security in Cloud Computing. Emerging Technologies and Security in Cloud Computing 422 450 .
Zijun Qiu, Jingan Wang & Weidong Gao. (2024) A Computer-Vision-Based Nondestructive Hairiness Measurement System on Yarn Cone Transportation Line. IEEE Transactions on Instrumentation and Measurement 73, pages 1-13.
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Mingrui Guo, Weidong Gao & Jingan Wang. (2023) Online Measurement of Sizing Yarn Hairiness Based on Computer Vision. Fibers and Polymers 24:4, pages 1539-1552.
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Menglei Wang, Jingan Wang, Weidong Gao & Mingrui Guo. (2023) One-dimensional convolutional neural network with data characterization measurement for cotton yarn quality prediction. Cellulose 30:6, pages 4025-4039.
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