高光谱遥感数据弱监督分类方法研究

61971164
2019
F0113.信息获取与处理
陈雨时
面上项目
教授
哈尔滨工业大学
58万元
特征提取;弱监督分类;深度学习;高光谱数据分类;遥感数据
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Bayesian Deep Learning for Hyperspectral Image Classification with Low Uncertainty 期刊论文 Xin He;Yushi Chen;Lingbo Huang
2 Transferring CNN Ensemble for Hyperspectral Image Classification 期刊论文 Xin He;Yushi Chen
3 Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples 期刊论文 Lingbo Huang;Yushi Chen
4 Soft Augmentation-Based Siamese CNN for Hyperspectral Image Classification With Limited Training Samples 期刊论文 Weiquan Wang;Yushi Chen;Xin He;Zhaokui Li
5 Toward a Trustworthy Classifier with Deep CNN: Uncertainty Estimation Meets Hyperspectral Image 期刊论文 Xin He;Yushi Chen;Lingbo Huang
6 Complementary Learning-Based Scene Classification of Remote Sensing Images with Noisy Labels 期刊论文 Qingyun Li;Yushi Chen;Pedram Ghamisi
7 Adaptively heterogeneous transfer learning for hyperspectral image classification 期刊论文 Zihao Zhao;Yushi Chen;Xin He
8 Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification 期刊论文 Xin He;Yushi Chen
9 Dual Graph Convolutional Network for Hyperspectral Image Classification with Limited Training Samples 期刊论文 Xin He;Yushi Chen;Pedram Ghamisi
10 Transferring CNN with Adaptive Learning for Remote Sensing Scene Classification 期刊论文 Weiquan Wang;Yushi Chen;Pedram Ghamisi
11 Transformer with Transfer CNN for Remote-Sensing-Image Object Detection 期刊论文 Qingyun Li;Yushi Chen;Ying Zeng
12 Spectral-Spatial Masked Transformer with Supervised and Contrastive Learning for Hyperspectral Image Classification 期刊论文 Lingbo Huang;Yushi Chen;Xin He
13 Spatial-Spectral Transformer for Hyperspectral Image Classification - Remote Sensing 2023 Best Paper Awards 奖励 Xin He;Yushi Chen;Zhouhan Lin
14 Remote Sensing Image Scene Classification via Label Augmentation and Intra-class Constraint 期刊论文 Hao Xie;Yushi Chen;Pedram Ghamisi
15 Deep Fusion for Radar Jamming Signal Classification Based on CNN 期刊论文 GUANGQING SHAO;YUSHI CHEN;YINSHENG WEI
16 Fast Complex-Valued CNN for Radar Jamming Signal Recognition 期刊论文 Haoyu Zhang;Lei Yu;Yushi Chen;Yinsheng Wei
17 Supervised Contrastive Learning-Based Classification for Hyperspectral Image 期刊论文 Lingbo Huang;Yushi Chen;Xin He;Pedram Ghamisi
18 Two-Branch Pure Transformer for Hyperspectral Image Classification 期刊论文 Xin He;Yushi Chen;Qingyun Li
19 Weakly Supervised Classification of Hyperspectral Image Based on Complementary Learning 期刊论文 Lingbo Huang;Yushi Chen;Xin He
20 LiDAR Data Classification Based on Automatic designed CNN 期刊论文 Hao Xie;Yushi Chen
21 Spatial-Spectral Transformer for Hyperspectral Image Classification 期刊论文 Xin He;Yushi Chen;Zhouhan Lin
22 Convolutional neural network-based radar jamming signal classification with sufficient and limited samples 期刊论文 GUANGQING SHAO;YUSHI CHEN;YINSHENG WEI
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