Classification of Hybrid Convolution Hyperspectral Images Based on Attention Mechanism

LIU Yu-juan; LIU Yan-da; YAN Zhen; ZHANG Zhi-yong; CAO Yi-ming; SONG Ying

doi:10.3964/j.issn.1000-0593(2024)10-2916-07

Spectroscopy and Spectral Analysis, Volume. 44, Issue 10, 2916(2024)

Classification of Hybrid Convolution Hyperspectral Images Based on Attention Mechanism

LIU Yu-juan1...2,3, LIU Yan-da1,2,3, YAN Zhen1,4, ZHANG Zhi-yong1,2,3, CAO Yi-ming1,2,3, and SONG Ying1,23,* |Show fewer author(s)

Author Affiliations

¹College of Instrumentation & Electrical Engineering，Jilin University, Changchun　130061, China

²National Geophysical Exploration Equipment Engineering Research Center，Jilin University, Changchun　130061, China

³Key Laboratory of Geophysical Exploration Equipment Ministry of Education，Jilin University, Changchun　130061, China

⁴School of Instrumentation Science and Engineering，Harbin Institute of Technology，Harbin　150006，China

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References(7)

[4] [4] Hecker C A, Riley D N, van Meijde M, et al. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(3): 1545.

[6] [6] Kendler S, Ron I, Cohen S, et al. IEEE Sensors Journal, 2019, 19(7): 2657.

[7] [7] Melgani F, Bruzzone L. IEEE Transactions on Geoscience and Remote Sensing, 2004, 42(8): 1778.

[9] [9] Licciardi G, Marpu P R, Chanussot J, et al. IEEE Geoscience and Remote Sensing Letters, 2012, 9(3): 447.

[11] [11] Haut J M, Paoletti M E, Plaza J, et al. IEEE Transactions on Geoscience & Remote Sensing, 2018, 56(11): 6440.

[12] [12] Chen Y, Jiang H, Li C, et al, IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(10): 6232.

[15] [15] Mourya Sharan, Amuru Sai Dhiraj, Kuchi Kiran Kumar. IEEE Wireless Communications Letters, 2023, 12(1): 40.

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LIU Yu-juan, LIU Yan-da, YAN Zhen, ZHANG Zhi-yong, CAO Yi-ming, SONG Ying. Classification of Hybrid Convolution Hyperspectral Images Based on Attention Mechanism[J]. Spectroscopy and Spectral Analysis, 2024, 44(10): 2916

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Paper Information

Received: Jun. 1, 2023

Accepted: Jan. 16, 2025

Published Online: Jan. 16, 2025

The Author Email: Ying SONG (1461591158@qq.com)

DOI:10.3964/j.issn.1000-0593(2024)10-2916-07

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology

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