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共 113 篇
高光谱地物分类Hyperspectral image classificationspectral–spatial feature fusion平台收录
An End-to-End Decoupled Cross-Stream Attention and Hierarchical Fusion Network with Contrastive Loss for Hyperspectral Image Classification

融合对比损失的端到端解耦跨流注意力与层次融合高光谱图像分类网络

Muhammad John Abbas; Muhammad Attique Khan; Antonio Plaza; Irfan Haider; Latifah Almuqren; Mehrez Marzougui; Jungpil SHIN; Yunyoung NamPrince Mohammad bin Fahd University; University of Extremadura; HITEC University; Princess Nourah bint Abdulrahman University; King Khalid University; The University of Aizu; Soonchunhyang University
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3742923
时间待补充
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光学遥感图像分割Multi-source domain adaptationpseudo-label learning平台收录
Spectral–Spatial Collaborative Calibration for Multi-Source Domain-Adaptive Semantic Segmentation of Remote Sensing Images

面向遥感图像多源域自适应语义分割的光谱—空间协同校准

Xin Li; Zhihao Shi; Xin Lyu; Yihan Niu; Yanan Liu; Jiaxin Li; Yiwei Fang; Chengyi Shi; Hongmin GaoHohai University; Key Laboratory of Water Big Data Technology of Ministry of Water Resources
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3743766
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高光谱地物分类Hyperspectral image classificationcontinual learning平台收录
Frequency-Relation Guided Historical Inversion for Raw-Exemplar-Free Continual Hyperspectral Image Classification

面向无原始样本持续高光谱图像分类的频率关系引导历史反演

Haibin Wu; Xing Chen; Siqi Yan; Minhui Wang; Aili Wang; Gabor MolnarHarbin University of Science and Technology; Julius Kühn Institute (JKI)-Federal Research Centre for Cultivated Plants
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744031
时间待补充
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光学遥感图像分割super-resolutionsemantic segmentation平台收录
Impact of Super-Resolution on Semantic Segmentation in UAV Remote Sensing

超分辨率对无人机遥感语义分割的影响

Mohamed Ramzy Ibrahim; Daniel Ponsa; Robert Benavente; Felipe LumbrerasComputer Vision Center; Universitat Autònoma de Barcelona; Arab Academy for Science, Technology and Maritime Transport (AASTMT)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744312
时间待补充
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微波遥感SAR图像解译Synthetic aperture radar (SAR)Pulse compression平台收录
Adaptive Multi-Objective Pulse Compression for SAR Imaging

面向SAR成像的自适应多目标脉冲压缩

Jianyuan Li; Pengbo Wang; Wei Liu; Jie Chen; Zhirong MenBeihang University; The Hong Kong Polytechnic University
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744088
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光学遥感图像分割building extractionfootprint alignment平台收录
SS-CAN: Semi-Supervised Contour Alignment Network for Building Footprint Correction in Off-Nadir Satellite Imagery

SS-CAN:用于离轴卫星影像建筑轮廓校正的半监督轮廓对齐网络

Gang Xu; Libo Yang; Xiaoteng Fang; Zhibo Wang; Jun Hao; Jie Chen空天信息一张图
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744484
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微波遥感SAR图像解译synthetic aperture radarship segmentation平台收录
SARShipRES: A Scattering-Aware Dataset and Structure-Regularized Framework for Referring SAR Ship Segmentation

SARShipRES:面向指代表达式SAR舰船分割的散射感知数据集与结构正则化框架

Yixuan Lv; Furui Chen; Zhuang Zhou; Han Wang; Yuxuan Liu; You SongBeihang University; Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences; Key Laboratory of Space Utilization, Chinese Academy of Sciences; University of Chinese Academy of Sciences
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744448
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光学遥感图像分割Horizon estimationlow-altitude UAV remote sensing平台收录
Lower-Boundary-Aware Sky–Ground Segmentation for Robust Horizon Estimation in Low-Altitude UAV Remote Sensing

面向低空无人机遥感稳健地平线估计的下边界感知天空—地面分割

Haonan Zhang; Wenyi Lin; Chuandong Guo; Lijia Cao; Huali Gou; Jiajun Li; Jinhui LiSichuan University of Science and Engineering; Intelligent Perception and Control Key Laboratory of Sichuan Province; Anhui Province Key Laboratory of Machine Vision Detection and Perception
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744321
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微波遥感InSARInterpretable GeoAIlandslide susceptibility mapping平台收录
Activity-aware landslide susceptibility mapping by InSAR-constrained negative sampling and interpretable tabular GeoAI

结合InSAR约束负样本采样与可解释表格GeoAI的活动感知滑坡易发性制图

Yiwen Yang; Jie Dou; Mengjia Han; Fange Ding; Shun Dong; Aonan Dong; Yonghu Fu; Ke Xing; Hamza DaudChina University of Geosciences (Wuhan); China Yangtze Power Co., Ltd
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2026.3744317
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红外小目标检测Distribution-aware losshigh-order relation modeling平台收录
Distribution-Aware Infrared Small Target Detection Based on Multiscale Convolutional Decoder and Hypergraph Attention

基于多尺度卷积解码器与超图注意力的分布感知红外小目标检测

Xuyang Zhang; Kejia Zhang; Jiahao Wu; Zhen ChiShanghai Jiao Tong University; Northwestern Polytechnical University; PetroChina Tarim Oilfield Company
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3680583
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导航精密定位Collaborative observationgeometric calibration平台收录
Precise Sensor Orientation of High-Resolution Agile Optical Satellites With Star–Earth and Moon–Earth Collaborative Observations

基于星—地与月—地协同观测的高分辨率敏捷光学卫星精密传感器定向

Jinshan Cao; Jianping Zhao; Yingdong Pi; Mi WangHubei University of Technology; Wuhan University; Hubei Luojia Laboratory
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3681921
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未分类未分类Deep learningmagnetic detection平台收录
Efficient Inversion of Multiple Magnetic Dipole Models Based on Deep Learning Prior Analysis and Penalty Function Optimization

基于深度学习先验分析与罚函数优化的多磁偶极子模型高效反演

Yiding Wang; Shengxin Lin; Donghua Pan; Chongyu Jin; Yitao Chen; Yuxiao Zhang; Liyi LiHarbin Institute of Technology; Zhengzhou Research Institute, Harbin Institute of Technology
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3681608
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光学遥感图像分类Event recognitionreal-time processing平台收录
Split Federated Learning for Real-Time Aerial Video Event Recognition in UAV-Based Geospatial Monitoring

面向无人机地理空间监测实时航拍视频事件识别的拆分联邦学习

Waseem Ullah; Fatma Outay; Latif U. Khan; Mohsen GuizaniMohamed Bin Zayed University of Artificial Intelligence; Zayed University; Abu Dhabi University
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2025.3596389
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光学遥感图像分割Aerial image segmentationBayesian inference平台收录
Bayesian Multiclass Segmentation for Remote Sensing: Integrating User Priors and Uncertainty

融合用户先验与不确定性的遥感贝叶斯多类别分割

Yeongsu Kim; Haeyun Lee; Seo-Yeon Choi; Kyungsu LeePohang University of Science and Technology (POSTECH); Jeonbuk National University; Korea University of Technology and Education (KOREATECH)
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3670205
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导航精密定位FengYun-3 MERSIgeolocation平台收录
Time Synchronization Calibration for MERSI Autonomous Geolocation

面向MERSI自主地理定位的时间同步标定

Hongbo Pan; Shun Zhou; Zhichao Guan; Jiajun Xu; Chengbao Liu; Siyuan ZouCentral South University; National Satellite Meteorological Center, China Meteorological Administration; Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3666290
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未分类未分类Homographic matchingmultiobject tracking (MOT)平台收录
View-Centric Multiobject Tracking With Homographic Matching in Moving UAV

基于单应匹配的移动无人机视角中心多目标跟踪

Deyi Ji; Lanyun Zhu; Siqi Gao; Qi Zhu; Yiru Zhao; Peng Xu; Yue Ding; Hongtao Lu; Jieping Ye; Feng Wu; Feng ZhaoUniversity of Science and Technology of China; Singapore University of Technology and Design; Alibaba Group; Shanghai Jiao Tong University
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3656586
时间待补充
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导航自主导航Explicit measurement modelextended Kalman filter (EKF)平台收录
Near-Space Geolocation Using Sequential Stellar Refraction Angle Observations With an Explicit Measurement Model

基于显式观测模型与连续恒星折射角观测的临近空间地理定位

Sicheng Li; Tianhao Xie; Xin Ma; Lijuan Shi; Xi HuangBeihang University; National Institute of Extremely-Weak Magnetic Field Infrastructure; Eberhard Karls Universität Tübingen; Hubei Academy of Spaceflight Technology
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3724146
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