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面向高光谱图像分类的结构化空谱特征表示方法研究 学位论文
, 北京: 中国科学院大学, 2023
Authors:  师悦天
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光谱-空间特征  高光谱图像  图像分类  深度学习  注意力机制  
基于加权特征融合的多尺度遥感影像分类 期刊论文
光子学报, 2023, 卷号: 52, 期号: 11
Authors:  程寅翥;  刘松;  王楠;  师悦天;  张耿
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光学遥感影像  深度学习  图像分类  卷积神经网络  特征融合  多尺度  
Multi-Prior Graph Autoencoder with Ranking-Based Band Selection for Hyperspectral Anomaly Detection 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18
Authors:  Wang, Nan;  Shi, Yuetian;  Li, Haiwei;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
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hyperspectral anomaly detection  deep learning  band selection  autoencoder  
Prior-based collaborative representation with global adaptive weight for hyperspectral anomaly detection 期刊论文
Journal of Applied Remote Sensing, 2023, 卷号: 17, 期号: 3
Authors:  Wang, Nan;  Shi, Yuetian;  Cheng, Yinzhu;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(3120Kb)  |  Favorite  |  View/Download:52/0  |  Submit date:2023/10/30
anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Spectral-Spatial Attention Rotation-Invariant Classification Network for Airborne Hyperspectral Images 期刊论文
DRONES, 2023, 卷号: 7, 期号: 4
Authors:  Shi, Yuetian;  Fu, Bin;  Wang, Nan;  Cheng, Yinzhu;  Fang, Jie;  Liu, Xuebin;  Zhang, Geng
Adobe PDF(20465Kb)  |  Favorite  |  View/Download:78/0  |  Submit date:2023/05/29
airborne hyperspectral image  hyperspectral image classification  rotation-invariant  local spatial feature enhancement  convolutional neural network  attention mechanism  lightweight feature enhancement  
Collaborative representation with multipurification processing and local salient weight for hyperspectral anomaly detection 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2022, 卷号: 16, 期号: 3
Authors:  Wang, Nan;  Shi, Yuetian;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
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anomaly detection  hyperspectral imagery  remote sensing  collaborative representation  
Expanded Edge Penalty Loss for Salient Object Detection 会议论文
2021 4th International Conference on Information Communication and Signal Processing, ICICSP 2021, Shanghai, China, 2021-09-24
Authors:  Wang, Nan;  Shi, Yuetian;  Fang, Jie;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(860Kb)  |  Favorite  |  View/Download:114/0  |  Submit date:2022/02/10
RGB images  Salient object detection  coarse object boundaries  expanded edge penalty loss  
Multispectral Images Deblurring via Interchannel Correlation Relationship 会议论文
2021 4th International Conference on Information Communication and Signal Processing, ICICSP 2021, Shanghai, China, 2021-09-24
Authors:  Shi, Yuetian;  Wang, Nan;  Yang, Fanchao;  Zhang, Geng;  Li, Siyuan;  Liu, Xuebin
Adobe PDF(932Kb)  |  Favorite  |  View/Download:98/0  |  Submit date:2022/02/10
multispectral images  degraded images  deblurring  interchannel correlation relationship  
External Attention Based TransUNet and Label Expansion Strategy for Crack Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
Authors:  Fang, Jie;  Yang, Chen;  Shi, Yuetian;  Wang, Nan;  Zhao, Yang
Adobe PDF(3335Kb)  |  Favorite  |  View/Download:72/0  |  Submit date:2022/03/31
Feature extraction  Transformers  Roads  Mathematical models  Deep learning  Convolution  Semantics  Crack detection  TransUNet  external attention  label expansion  
Multispectral Image Quality Improvement Based on Global Iterative Fusion Constrained by Meteorological Factors 期刊论文
COGNITIVE COMPUTATION
Authors:  Shi, Yuetian;  Fu, Bin;  Wang, Nan;  Chen, Yaxiong;  Fang, Jie
Adobe PDF(6992Kb)  |  Favorite  |  View/Download:41/0  |  Submit date:2023/11/07
Multispectral image quality improvement  Meteorological information  Spectral-spatial fusion  Image degradation  Global iterative fusion