Journal of Infrared and Millimeter Waves, Volume. 40, Issue 6, 798(2021)

Refined segmentation method based on U-ASPP-Net for Arctic independent sea ice

Fu-Qiang ZHENG1,2, Ding-Bo KUANG2, Yong HU2、*, Cai-Lan GONG2, Shuo HUANG2, Lan LI1,2, and Zhi-Jie HE1,2
Author Affiliations
  • 1University of Chinese Academy of Sciences,Beijing 100049China
  • 2Key Laboratory of Infrared System Detection and Imaging Technology,Shanghai Institute of Technical Physics,Chinese Academy of Sciences,Shanghai 200083,China
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    References(25)

    [1] WU Zhan-Kai, WANG Xing-Dong, WANG Cheng. Sea ice distribution detection based on FY-3 satellite MWRI data[J]. Bulletin of Surveying and Mapping, 0, 56-60,65(2018).

    [5] LIU Liang-Ming[M]. An introduction to satellite ocean remote sensing(2005).

    [12] SHENG Yang, LANG Wen-Hui, WU Jie et al. Combining MRF and v-SVM for SAR sea ice image classification[J]. Journal of Remote Sensing, 19, 844-855(2015).

    [13] HAN Yan-Ling, ZHAO Yao, ZHOU Ru-Yan et al. Cooperative active learning and semi-supervised method for sea ice image classification[J]. Haiyang Xuebao, 42, 123-135(2020).

    [14] ZHAO Chao-Fang, XU Rui, ZHAO Ke. Research of polar sea ice detection methods based on JY-2A/SCAT[J]. Periodical of Ocean University of China, 49, 140-149(2019).

    [16] Chen L C, Papandreou G, Kokkinos I et al. Semantic image segmentation with deep convolutional nets and fully connected crfs[J]. arXiv preprint arXiv, 14127062(2014).

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    Fu-Qiang ZHENG, Ding-Bo KUANG, Yong HU, Cai-Lan GONG, Shuo HUANG, Lan LI, Zhi-Jie HE. Refined segmentation method based on U-ASPP-Net for Arctic independent sea ice[J]. Journal of Infrared and Millimeter Waves, 2021, 40(6): 798

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    Paper Information

    Category: Research Articles

    Received: Jan. 28, 2021

    Accepted: --

    Published Online: Feb. 16, 2022

    The Author Email: Yong HU (huyong@mail.sitp.ac.cn)

    DOI:10.11972/j.issn.1001-9014.2021.06.014

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