Spectroscopy and Spectral Analysis, Volume. 42, Issue 4, 1270(2022)

Hyperspectral Anomaly Detection Based on 3D Convolutional Autoencoder Network

Sheng-ming WANG1、*, Tao WANG1、1; *;, Sheng-jin TANG2、2;, and Yan-zhao SU1、1;
Author Affiliations
  • 11. Combat Support Academy, Rocket Force University of Engineering, Xi’an 710025, China
  • 22. Missile Engineering Academy, Rocket Force University of Engineering, Xi’an 710025, China
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    References(13)

    [1] Gomb P, Romaszewski M[M]. In: Hyperspectral Remote Sensing: Theory and Applications, Elsevier, 45(2020).

    [2] Biswal P K, Patro R N, Subudhi S et al[D]. IEEE Geoscience and Remote Sensing Magazine, 9, 72(2021).

    [3] Li J, Wu Z B, Xu Y et al[D]. IEEE Transactions on Geoscience & Remote Sensing, 54, 1990(2016).

    [4] Du B, Zhang L, Zhang Y et al[D]. IEEE Transactions on Geoscience & Remote Sensing, 54, 1376(2016).

    [5] Huang W, Wang Q, Zhang X et al[D]. IEEE Transactions on Geoscience & Remote Sensing, 59, 5953(2021).

    [6] Bati E, Çalişkan A, Koz A et al[D]. Proc SPIE, 9643, 96430N(2015).

    [7] Du Q, Li W, Wu G[D]. IEEE Geoscience and Remote Sensing Letters, 14, 597(2017).

    [8] Li X, Zhao C, Zhu H[D]. Journal of Applied Remote Sensing, 11, 042605(2017).

    [9] Jiang T, Li Y, Xie W et al[D]. IEEE Transactions on Geoscience and Remote Sensing, 58, 4666(2020).

    [10] Li J, Shi L, Wu Z et al[D]. IEEE Journal of Selected Topics in Applied Eeath Observations and Remote Sensing, 11, 1131(2018).

    [11] Geng Y, Ji J, Mei S et al[D]. IEEE Transactions on Geoscience and Remote Sensing, 57, 6808(2019).

    [12] Liu L, Ren X, Sun M et al[D]. Journal of Visual Communication and Image Representation, 71, 102721(2020).

    [13] Wang Y, Xue B, Yu C et al[D]. IEEE Transactions on Geosciense and Remote Sensing, 55, 5093(2017).

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    Sheng-ming WANG, Tao WANG, Sheng-jin TANG, Yan-zhao SU. Hyperspectral Anomaly Detection Based on 3D Convolutional Autoencoder Network[J]. Spectroscopy and Spectral Analysis, 2022, 42(4): 1270

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    Paper Information

    Category: Research Articles

    Received: Mar. 13, 2021

    Accepted: --

    Published Online: Jul. 25, 2023

    The Author Email: Sheng-ming WANG (210279598@qq.com)

    DOI:10.3964/j.issn.1000-0593(2022)04-1270-08

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