PERIODIC DEFECTS IN STEEL STRIPS Detection Through a Vision-Based Technique

被引:2
|
作者
Bulnes, Francisco G. [1 ]
Usamentiaga, Ruben [1 ]
Garcia, Daniel F. [1 ]
Molleda, Julio [1 ]
Rendueles, Jose L. [2 ]
机构
[1] Univ Oviedo, Gijon, Spain
[2] ArcelorMittal, Aviles, Spain
关键词
Strips; Steel; Inspection; Surface morphology; Finishing; Sparse matrices;
D O I
10.1109/MIAS.2012.2215638
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As steel strips produced in steel works are used as raw material in many other industries, control of their quality is essential. Steel is required for the production of many products such as tools, cans, or car parts. In all of these cases, the quality of the steel has a direct impact on the quality of the final product. One of the most critical phases of steel quality control takes place in the finishing mill, where the hot steel is rolled into its final form. If the roll surface that applies pressure on the steel has any kind of distortion, it imprints a set of defects on the steel strip. Each time it completes a turn, it generates a defect. This is a crucial problem. © 1975-2012 IEEE.
引用
收藏
页码:39 / 46
页数:8
相关论文
共 50 条
  • [31] A Vision-based Approach to Fire Detection
    Gomes, Pedro
    Santana, Pedro
    Barata, Jose
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2014, 11
  • [32] Vision-Based Crowded Pedestrian Detection
    Huang, Shih-Shinh
    Chen, Chun-Yuan
    2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2015, : 334 - 335
  • [33] Vision-based technique for bolt-loosening detection in wind turbine tower
    Park, Jae-Hyung
    Thanh-Canh Huynh
    Choi, Sang-Hoon
    Kim, Jeong-Tae
    WIND AND STRUCTURES, 2015, 21 (06) : 709 - 726
  • [34] A Survey of Vision-based Object Detection
    Ge, Naiming
    Yong, Yin
    2022 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, COMPUTER VISION AND MACHINE LEARNING (ICICML), 2022, : 240 - 244
  • [35] Vision-Based Absence Seizure Detection
    Pediaditis, M.
    Tsiknakis, M.
    Koumakis, L.
    Karachaliou, M.
    Voutoufianakis, S.
    Vorgia, P.
    2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2012, : 65 - 68
  • [36] Vision-based defects detection for bridges using transfer learning and convolutional neural networks
    Zhu, Jinsong
    Zhang, Chi
    Qi, Haidong
    Lu, Ziyue
    STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2020, 16 (07) : 1037 - 1049
  • [37] A Novel Technique for Vision-Based UAV Navigation
    Zhang, J.
    Liu, W.
    Wu, Y.
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXII, 2009, 7443
  • [38] Novel Technique for Vision-Based UAV Navigation
    Zhang, Jun
    Liu, Weisong
    Wu, Yirong
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2011, 47 (04) : 2731 - 2741
  • [39] Detection of Surface Defects on Steel Strips Based on Singular Value Decomposition of Digital Image
    Sun, Qianlai
    Cai, Jianghui
    Sun, Zhiyi
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [40] Surface defects detection on rolled steel strips by Gabor filters
    Medina, Roberto
    Gayubo, Fernando
    Gonzalez, Luis M.
    Olmedo, David
    Gomez, Jaime
    Zalama, Eduardo
    Peran, Jose R.
    VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2008, : 479 - 485