Spacecraft Recovery & Remote Sensing, Volume. 45, Issue 4, 139(2024)

Flue Cured Tobacco Area Extraction of Remote Sensing Image by Integrating Lightweight ASPP and U-Net

Shufeng HAO1... Yu GAO1, Ping LIU1,*, Yuang LI2, Huadong ZHANG3, Hongjie REN1, Shuaijie TIAN1 and Wentao KOU4 |Show fewer author(s)
Author Affiliations
  • 1College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, 030024, China
  • 2College of Software, Taiyuan University of Technology, Taiyuan, 030024, China
  • 3College of Hydro Science and Engineering, Taiyuan University of Technology, Taiyuan, 030024, China
  • 4College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Taiyuan, 030024, China
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    References(18)

    [7] O RONNEBERGER, P FISCHER, T BROX. U-Net: Convolutional Networks for Biomedical Image Segmentation. Lecture Notes in Computer Science, 9351, 234-241(2015).

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    [11] [11] CUI S, ZHANG Y, WEN H, et al. ASPPU: A New Semantic Segmentation Algithm f Thyroid Nodule Ultrasonic Image[C]International Conference on Artificial Intelligence, Infmation Processing Cloud Computing, August 1921, 2022, Kunming, China. IEEE, 2022: 323328.

    [12] [12] FAN G, WANG J, ZHANG C. SACAU: Medical Image Segmentation wk Based on SelfAttention ASPP[C]IEEE International Symposium on ComputerBased Medical Systems, June 2224, 2023, L''Aquila, Italy. IEEE, 2023: 317322.

    [17] W ZHANG, S GUO, P ZHANG et al. A Novel Knowledge-Driven Automated Solution for High-Resolution Cropland Extraction by Cross-Scale Sample Transfer. IEEE Transactions on Geoscience and Remote Sensing, 61, 1-16(2023).

    [23] [23] ZHOU J, LI M, WANG X, et al. Extracting Tobacco Planting Areas Using LSTM from Time Series Sentinel1 SAR Data[C]International Conference on AgroGeoinfmatics, July 2629, 2021, Shenzhen, China. IEEE, 2021: 14.

    [26] W QIU, L GU, F GAO et al. Building Extraction from Very High-Resolution Remote Sensing Images Using Refine-UNet. IEEE Geoscience and Remote Sensing Letters, 20, 1-5(2023).

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    [30] [30] SIMONYAN K, ZISSERMAN A. Very Deep Convolutional wks f LargeScale Image Recognition[EBOL]. (20150410)[20230630]. https:arxiv.gabs1409.1556.

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    Shufeng HAO, Yu GAO, Ping LIU, Yuang LI, Huadong ZHANG, Hongjie REN, Shuaijie TIAN, Wentao KOU. Flue Cured Tobacco Area Extraction of Remote Sensing Image by Integrating Lightweight ASPP and U-Net[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(4): 139

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    Paper Information

    Category:

    Received: Aug. 31, 2023

    Accepted: --

    Published Online: Nov. 1, 2024

    The Author Email: LIU Ping (liuping01@tyut.edu.cn)

    DOI:10.3969/j.issn.1009-8518.2024.04.014

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