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Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 3, 页码: 523-527
作者:  Wang, Wei-Ye;  Li, Heng-Chao;  Deng, Yang-Jun;  Shao, Li-Yang;  Lu, Xiao-Qiang;  Du, Qian
Adobe PDF(3457Kb)  |  收藏  |  浏览/下载：246/0  |  提交时间：2021/04/08
Capsule network (CapsNet)  convolutional neural network (CNN)  data augmentation  deep learning  generative adversarial network (GAN)  hyperspectral image (HSI) classification  
Data Augmentation and Spectral Structure Features for Limited Samples Hyperspectral Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4, 页码: 20
作者:  Wang, Wenning;  Liu, Xuebin;  Mou, Xuanqin
Adobe PDF(23743Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2021/04/19
hyperspectral classification  data augmentation  structural features  small sample classification  
Hyperspectral image classification with imbalanced data based on oversampling and convolutional neural network 会议论文
AOPC 2019: AI in Optics and Photonics, Beijing, China, 2019-07-07
作者:  Cai, Lei;  Zhang, Geng
Adobe PDF(359Kb)  |  收藏  |  浏览/下载：130/2  |  提交时间：2020/02/28
hyperspectral classification  imbalanced data  SMOTE, oversampling  convolutional neural network  
Hyperspectral data classification based on flexible momentum deep convolution neural network 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 卷号: 77, 期号: 4, 页码: 4417-4429
作者:  Yue, Qi;  Ma, Caiwen
Adobe PDF(1900Kb)  |  收藏  |  浏览/下载：225/2  |  提交时间：2018/12/11
Feature Extraction  Deep Neural Network  Elastic Momentum  Hyperspectral Data Classification  Target Detection  Support Vector Machine (Svm)