Spacecraft Recovery & Remote Sensing, Volume. 45, Issue 1, 123(2024)

Extraction of Bare Rock Information in Rocky Desertification Area Based on Improved DeepLabV3+

Yongjun WU1... Hong WANG2,* and Chen YANG2 |Show fewer author(s)
Author Affiliations
  • 1Qianxi’nan Prefecture Natural Resource Management Service Center, Xingyi 562400, China
  • 2College of Mining, Guizhou University, Guiyang 550025, China
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    References(16)

    [8] X XIE, P DU, J XIA et al. Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China. IEEE Geoscience & Remote Sensing Letters, 12, 1988-1992(2015).

    [14] [14] YE H, LIU S, JIN K, et al. CTU: An Improved Neural wk Based on U f Building Segmentation in Remote Sensing Images[C]2020 25th International Conference on Pattern Recognition (ICPR), January 1015, 2021, Milan, Italy. IEEE, 2021: 116172.

    [15] [15] RONNEBERGER O, FISCHER P, BROX T. U: Convolutional wks f Biomedical Image Segmentation[C]International Conference on Medical Image Computing Computerassisted Intervention, October 59, 2015, Munich, Germany. Cham: Springer, 2015: 234241.

    [16] J C ONG, S L LAU, M ISMADI et al. Feature Pyramid Network with Self-guided Attention Refinement Module for Crack Segmentation. Structural Health Monitoring, 22, 672-688(2022).

    [17] [17] LIN T Y, DOLLAR P, GIRSHICK R, et al. Feature Pyra wks f Object Detection[C]30th IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), July 2126, 2017, Honolulu, HI, USA. IEEE, 2017: 936944.

    [18] [18] CHEN L C, ZHU Y, PAPREOU G, et al. Encoderdecoder with Atrous Separable Convolution f Semantic Image Segmentation[C]15th European Conference on Computer Vision (ECCV), September 814, 2018, Munich, Germany. Cham: Springer International Publishing AG, 2018: 833851.

    [19] [19] LIU S, QI L, QING H F, et al. Path Aggregation wk f Instance Segmentation[C]31st IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), June 1823, 2018, Salt Lake City, UT, USA. IEEE, 2018: 87598768.

    [20] [20] LIU R, HE D. Semantic Segmentation Based on Deeplabv3+ Attention Mechanism[C]2021 IEEE 4th Advanced Infmation Management, Communicates, Electronic Automation Control Conference (IMCEC), June 1820, 2021, Chongqing, China. IEEE, 2021: 255259.

    [21] L C CHEN, G PAPANDREOU, L KOKKINOS et al. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 834-848.(2018).

    [22] [22] HOU Q B, ZHOU D Q, FENG J S. Codinate Attention f Efficient Mobile wk Design[C]2021 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), June 2125, 2021, Nashville, TN, USA. IEEE, 2021: 1378013717.

    [24] [24] HOWARD A, SLER M, CHEN B, et al. Searching f MobileV3[C]IEEECVF International Conference on Computer Vision (ICCV), Octover 27November 2, 2019, Seoul, South Kea. IEEE, 2019: 13141324.

    [25] [25] SELVARAJU R R, COGSWELL M, DAS A, et al. GradCAM: Visual Explanations from Deep wks via GradientBased Localization[C]2017 IEEE International Conference on Computer Vision (ICCV), October 2229, 2017, Venice, Italy. IEEE, 2017: 618626.

    [26] [26] ZHAO H, SHI J P, QI X J, et al. Pyra Scene Parsing wk[C]IEEE Conference on Computer Vision Pattern Recognition, July 2126, 2017, Honolulu, HI, USA. IEEE, 2017: 28812890.

    [27] [27] XIE E, WANG W, YU Z, et al. SegFmer: Simple Efficient Design f Semantic Segmentation with Transfmers[EBOL]. (20211028) [20230120]. https:arxiv.gabs2105.15203.

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    Yongjun WU, Hong WANG, Chen YANG. Extraction of Bare Rock Information in Rocky Desertification Area Based on Improved DeepLabV3+[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(1): 123

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    Paper Information

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    Received: Mar. 20, 2023

    Accepted: Jun. 1, 2023

    Published Online: Apr. 22, 2024

    The Author Email: WANG Hong (7653606@qq.com)

    DOI:10.3969/j.issn.1009-8518.2024.01.011

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