一种引入通道空间关注机制的多尺度多通道 CNN 高光谱遥感图像分类方法

IF 3.7 4区 地球科学 Q2 REMOTE SENSING European Journal of Remote Sensing Pub Date : 2024-05-27 DOI:10.1080/22797254.2024.2353290
Ru Zhao, Chaozhu Zhang, Dan Xue
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引用次数: 0

摘要

针对现有分类算法中高光谱图像的分类性能高度依赖于空间光谱信息以及详细特征的问题 ...
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A multi-scale multi-channel CNN introducing a channel-spatial attention mechanism hyperspectral remote sensing image classification method
Aiming the problems that the classification performance of hyperspectral images in existing classification algorithms is highly dependent on spatial-spectral information and that detailed features ...
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来源期刊
CiteScore
7.00
自引率
2.50%
发文量
51
审稿时长
>12 weeks
期刊介绍: European Journal of Remote Sensing publishes research papers and review articles related to the use of remote sensing technologies. The Journal welcomes submissions on all applications related to the use of active or passive remote sensing to terrestrial, oceanic, and atmospheric environments. The most common thematic areas covered by the Journal include: -land use/land cover -geology, earth and geoscience -agriculture and forestry -geography and landscape -ecology and environmental science -support to land management -hydrology and water resources -atmosphere and meteorology -oceanography -new sensor systems, missions and software/algorithms -pre processing/calibration -classifications -time series/change analysis -data integration/merging/fusion -image processing and analysis -modelling European Journal of Remote Sensing is a fully open access journal. This means all submitted articles will, if accepted, be available for anyone to read anywhere, at any time, immediately on publication. There are no charges for submission to this journal.
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