Hyperspectral Image Classification Method Based on Data Expansion and Consistency Regularization with Small Samples

Shuxian Dong,Wei Feng,Yijun Long,Wenxing Bao, Ke Li,Gabriel Dauphin,Mengdao Xing,Yinghui Quan

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS（2025）

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关键词

Training,Convolutional neural networks,Hyperspectral imaging,Stochastic processes,Vectors,Testing,Support vector machines,Data models,Tuning,Stability analysis,Consistency regularization,convolutional neural network (CNN),exponential moving average,hyperspectral image (HSI) classification,sample augmentation

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