Výsledky vyhledávání - "Huaiguang LIU"

Akademický článek

Surface Defect Detection of Steel Plate Based on SKS-YOLO

Autor: Shiyang Zhou, Siming Ao, Zhiying Yang, Huaiguang Liu

Publikováno v: IEEE Access, Vol 12, Pp 91499-91510 (2024)

During the production process of steel plate, surface defect detection is crucial for high-quality products. For the existing defect detection method based on machine vision, there are various types of problems, such as large model calculations, low

Externí odkaz: https://doaj.org/article/7f58886713d4406da2d86ab9d3b51e82

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Akademický článek

JCS: An Explainable Surface Defects Detection Method for Steel Sheet by Joint Classification and Segmentation

Autor: Shiyang Zhou, Huaiguang Liu, Ketao Cui, Zhiqiang Hao

Publikováno v: IEEE Access, Vol 9, Pp 140116-140135 (2021)

For surface defect images that captured from a practical steel production line, different shape, size, location and texture of defect object may cause inter-class similarity and intra-class difference of defect images. Despite attractive results have

Externí odkaz: https://doaj.org/article/7e0d46cc66a2421ca7518cfcecfa6272

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Akademický článek

Research on Online Defect Detection Method of Solar Cell Component Based on Lightweight Convolutional Neural Network

Autor: Huaiguang Liu, Wancheng Ding, Qianwen Huang, Li Fang

Publikováno v: International Journal of Photoenergy, Vol 2021 (2021)

The defects of solar cell component (SCC) will affect the service life and power generation efficiency. In this paper, the defect images of SCC were taken by the photoluminescence (PL) method and processed by an advanced lightweight convolutional neu

Externí odkaz: https://doaj.org/article/ff60b2dc552d40a1b29711d881afa673

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Akademický článek

Research on the Method of Coke Optical Tissue Segmentation Based on Adaptive Clustering

Autor: Huaiguang Liu, Liheng Zhang, Shiyang Zhou, Li Fang

Publikováno v: International Journal of Photoenergy, Vol 2021 (2021)

The microstructure is the key factor for quality discriminate of coke. In view of the characteristics of coke optical tissue (COT), a segmentation method of coke microstructures based on adaptive clustering was proposed. According to the strategy of

Externí odkaz: https://doaj.org/article/36dc60a854694d3aa7611174c5d33947

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Akademický článek

Innovative design method of the metamorphic hand

Autor: Wei Sun, Jianyi Kong, Xingdong Wang, Huaiguang Liu

Publikováno v: International Journal of Advanced Robotic Systems, Vol 15 (2018)

In order to solve the last centimeter problem of automated production, it is necessary to innovative design of flexible fixture. This article presents a metamorphic hand design method through the principle of metamorphic mechanism. Firstly, kinematic

Externí odkaz: https://doaj.org/article/fb063cff914d45489c74818a2682fcac

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Akademický článek

Double Low-Rank and Sparse Decomposition for Surface Defect Segmentation of Steel Sheet

Autor: Shiyang Zhou, Shiqian Wu, Huaiguang Liu, Yang Lu, Nianzong Hu

Publikováno v: Applied Sciences, Vol 8, Iss 9, p 1628 (2018)

Surface defect segmentation supports real-time surface defect detection system of steel sheet by reducing redundant information and highlighting the critical defect regions for high-level image understanding. Existing defect segmentation methods usua

Externí odkaz: https://doaj.org/article/794a2ac57a7a4174b3fdace70a8f143d

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