Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1815011(2022)

Sorting and Detection of Impurity Glass Based on YOLOv4

Bo Yang1, Zhenming Xu1、*, and Jianxin Liu2
Author Affiliations
  • 1China-UK Low Carbon College, Shanghai Jiao Tong University, Shanghai 201306, China
  • 2Nanjing Institute of Electronic Technology, Nanjing 210039, Jiangsu , China
  • show less
    References(19)

    [1] Yan C L. Experience and enlightenment of domestic waste classification in Berlin, Germany[J]. China Environmental Protection Industry, 35-39(2020).

    [2] Liu Z H. Review of waste glass recycling in China[J]. Glass, 45, 1-8(2018).

    [3] Chen G H, Peng J Y, Liao Y S. New technology for recycling colored glass[J]. Energy Conservation, 39, 104-106(2020).

    [4] Wang K R, Tan J G, Du L et al. 3D object detection based on iterative self-training[J]. Acta Optica Sinica, 40, 0915005(2020).

    [5] Dai Y, Yi B S, Xiao J S et al. Object detection of remote sensing image based on improved rotation region proposal network[J]. Acta Optica Sinica, 40, 0111020(2020).

    [6] Lai W H, Zhou M R, Hu F et al. Coal gangue detection based on multi-spectral imaging and improved YOLO v4[J]. Acta Optica Sinica, 40, 2411001(2020).

    [7] Wang Y T, Zhou H Q, Yan J X et al. Advances in computational optics based on deep learning[J]. Chinese Journal of Lasers, 48, 1918004(2021).

    [8] Liu E Q. Classification and detection of household garbage based on deep learning[D](2020).

    [9] Wen C H, Li J, Dong X. Intelligent domestic garbage recognition based on faster RCNN[J]. Laser & Optoelectronics Progress, 57, 201014(2020).

    [10] Xu W, Xiong W H, Yao J et al. Application of garbage detection based on improved YOLOv3 algorithm[J]. Journal of Optoelectronics·Laser, 31, 928-938(2020).

    [11] Yue B H. Research on glass products sorting method based on feature fusion[D](2020).

    [14] Arthur D, Vassilvitskii S. k-means++: the advantages of careful seeding[C], 1027-1035(2007).

    Tools

    Get Citation

    Copy Citation Text

    Bo Yang, Zhenming Xu, Jianxin Liu. Sorting and Detection of Impurity Glass Based on YOLOv4[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815011

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Jun. 15, 2021

    Accepted: Aug. 10, 2021

    Published Online: Aug. 29, 2022

    The Author Email: Xu Zhenming (zmxu@sjtu.edu.cn)

    DOI:10.3788/LOP202259.1815011

    Topics