• Optics and Precision Engineering
  • Vol. 31, Issue 5, 581 (2023)
Long XUE1, Lan LI1, Zhaolong DANG2, Baichao CHEN2..., Meng ZOU3 and Jing LI1,*|Show fewer author(s)
Author Affiliations
  • 1School of Engineering, Jiangxi Agricultural University, Nanchang330045, China
  • 2Institute of Spacecraft System Engineering,China Academy of Space Technology, Beijing100094,China
  • 3Key Laboratory for Bionics Engineering of Education Ministry, Jilin University, Changchun10022, China
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    DOI: 10.37188/OPE.20233105.0581 Cite this Article
    Long XUE, Lan LI, Zhaolong DANG, Baichao CHEN, Meng ZOU, Jing LI. Test and verification of rut recognition on complex ground[J]. Optics and Precision Engineering, 2023, 31(5): 581 Copy Citation Text show less
    Mars rover model
    Fig. 1. Mars rover model
    Image preprocessing process
    Fig. 2. Image preprocessing process
    Preprocessed image
    Fig. 3. Preprocessed image
    Predicted result of prediction dataset
    Fig. 4. Predicted result of prediction dataset
    Predicted results of Resnet50 model
    Fig. 5. Predicted results of Resnet50 model
    Classified images
    Fig. 6. Classified images
    数据集类别数量合计
    建模集Rut105315
    Rock105
    Sand105
    预测集Rut45135
    Rock45
    Sand45
    Table 1. Category and number of datasets
    Long XUE, Lan LI, Zhaolong DANG, Baichao CHEN, Meng ZOU, Jing LI. Test and verification of rut recognition on complex ground[J]. Optics and Precision Engineering, 2023, 31(5): 581
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