Laser Journal, Volume. 45, Issue 2, 95(2024)

Remote sensing image target detection algorithm based on YOLOv5x

WANG Haochen... XIN Yuelan*, SHENG Yue and XIE Qiqi |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(10)

    [1] [1] Cheng G ,Han J. A survey on object detection in optical re- mote sensing images[J]. ISPRS Journal of Photogrammetry and Remote sensing ,2016 ,117 : 11-28.

    [2] [2] Maktav D ,Berberoglu S. Different digital image processing methods for remote sensing applications[J]. Journal of the Indian Society of Remote Sensing ,2018 ,46 : 1201- 1202.

    [3] [3] Wei W ,Zhang J ,Zhang L ,et al. Deep cube-pair network for hyperspectral imagery classification[J]. Remote Sens- ing ,2018 ,10(5) : 783.

    [5] [5] Li K ,Wan G ,Cheng G ,et al. Object detection in optical remote sensing images : A survey and a new benchmark[J]. ISPRS journal of photogrammetry and remote sensing ,2020 ,159 : 296-307.

    [10] [10] Gevorgyan Z. SIoU Loss : More Powerful Learning for Boun- ding Box Regression[J]. arXiv preprint arXiv :2205. 12740 2022.

    [11] [11] Zheng Z ,Wang P ,Liu W ,et al. Distance-IoU loss : Fas- ter and better learning for bounding box regression [ C]// Proceedings of the AAAI conference on artificial intelli- gence. 2020 ,34(07) : 12993- 13000.

    [12] [12] Redmon J ,Farhadi A. Yolov3 : An incremental improve- ment[J]. arXiv preprint arXiv:1804. 02767 ,2018.

    [13] [13] Jiang P ,Ergu D ,Liu F ,et al. A Review of Yolo algorithm developments[J]. Procedia Computer Science ,2022 ,199 : 1066- 1073.

    [14] [14] Vaswani A ,Shazeer N ,Parmar N ,et al. Attention is all you need[J]. Advances in neural information processing systems ,2017 : 5998-6008.

    [15] [15] Dosovitskiy A ,Beyer L ,Kolesnikov A ,et al. An image is worth 16x16 words : Transformers for image recognition at scale[J]. arXiv preprint arXiv:2010. 11929 ,2020.

    Tools

    Get Citation

    Copy Citation Text

    WANG Haochen, XIN Yuelan, SHENG Yue, XIE Qiqi. Remote sensing image target detection algorithm based on YOLOv5x[J]. Laser Journal, 2024, 45(2): 95

    Download Citation

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

    Category:

    Received: Jun. 20, 2023

    Accepted: --

    Published Online: Oct. 15, 2024

    The Author Email: Yuelan XIN (xinyue001112@163.com)

    DOI:10.14016/j.cnki.jgzz.2024.2.095

    Topics