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光学遥感

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光学遥感图像分割北冰洋注意力门控平台收录
ArcticNet for Semantic Segmentation of Meltpond Regions in the Arctic Sea Ice

ArcticNet：用于北极海冰融池区域的语义分割网络

Aqsa Sultana; Vijayan K. Asari; Ivan Sudakow; Lee W. CooperUniversity of Dayton; The Open University; University of Maryland Center for Environmental Science
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2025.3631391
时间待补充
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光学遥感超分辨率跨模态信息聚合深度学习平台收录
Cross-Modal Information Aggregation Network With Feature Enhancement for Pansharpening

用于全色锐化的特征增强跨模态信息聚合网络

Lihua Jian; Yuanyuan Chen; Gemine Vivone; Yuxuan ZhengZhengzhou University; Institute of Methodologies for Environmental Analysis, National Research Council (CNR-IMAA); National Biodiversity Future Center; Xidian University
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2025.3634167
时间待补充
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光学遥感目标检测旋转目标检测形状感知定位平台收录
H2SuperEllipse: Superellipse Representation for Oriented Object Detection With Horizontal Box Supervision

H2SuperEllipse：利用水平框监督的旋转目标检测超椭圆表示

Mengqing Tang; Yi Yu; Feipeng Da; Shaoyan GaiSoutheast University; Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3747197
时间待补充
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光学遥感图像分割语义分割频域滤波平台收录
Spatial–Frequency Collaborative Decoupling and Adaptive Gating Network for High-Resolution Remote Sensing Image Semantic Segmentation

用于高分辨率遥感影像语义分割的空间频率协同解耦与自适应门控网络

Lijian Xie; Bohua Zhao; Aihua Shen; Zhiguo Li; Xin Zhao; Jinsong DengZhejiang University; E. Energy Technology Co., Ltd; Zhejiang Forestry Fund Management Center, Zhejiang Provincial Forestry Bureau; State Grid Zhejiang Electric Power Co., Ltd Research Institute; Marine Academy of Zhejiang Province
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3747046
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光学遥感变化检测火烧严重度视觉状态空间模型平台收录
B-Mamba: Burn severity mapping from large-scale Landsat imagery using a Mamba-based Siamese network

B-Mamba：利用基于曼巴模型的孪生网络从大规模陆地卫星影像绘制火烧严重度

S. M. Sohel Rana; Taejun Sung; Rogelio Ruzcko Tobias; Jungho Im; Yoojin Kang; Jaese LeeUlsan National Institute of Science and Technology (UNIST); Kookmin University; Gwangju Institute of Science and Technology
IEEE Transactions on Geoscience and Remote SensingDOI: 10.1109/tgrs.2026.3746053
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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
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
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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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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
时间待补充
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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
时间待补充
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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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光学遥感图像分类Center-pivot irrigationLandsat平台收录
From national to global: Mapping global center-pivot irrigated cropland with knowledge-guided data augmentation

从国家到全球：通过知识引导的数据增强绘制全球中心支轴式灌溉农田

Xiangyu Liu; Wei He; Yu Xia; Jie Wang; Hongyan ZhangPengcheng Laboratory; Wuhan University; China University of Geosciences (Wuhan)
Remote Sensing of EnvironmentDOI: 10.1016/j.rse.2026.115736
时间待补充
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光学遥感图像分类Accuracy assessmentValidation平台收录
Methodology for assessing the accuracy of long-term, annual land cover monitoring at national scale: Experiences from the Land Change Monitoring, Assessment, and Projection (LCMAP) initiative

国家尺度长期年度土地覆盖监测精度评价方法：LCMAP计划的实践经验

Danika Wellington; Stephen V. Stehman; Josephine Horton; Bruce Pengra; Christopher P. BarberKBR (contractor to USGS EROS Center); State University of New York College of Environmental Science and Forestry; U.S. Geological Survey EROS Center
Remote Sensing of EnvironmentDOI: 10.1016/j.rse.2026.115705
时间待补充
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光学遥感图像分割Cross-domain landslide mappingUncertain geographic context problem (UGCoP)平台收录
GeoPhysAdapter: Scale-matched geophysical adaptation for cross-domain landslide mapping with vision foundation models

GeoPhysAdapter：利用尺度匹配的地球物理适配与视觉基础模型开展跨域滑坡制图

Zhihang Liu; Mei-Po Kwan; Jinlin Wu; Hao LiThe Chinese University of Hong Kong; The Hong Kong University of Science and Technology (Guangzhou); National University of Singapore
ISPRS Journal of Photogrammetry and Remote SensingDOI: 10.1016/j.isprsjprs.2026.09.035
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光学遥感图像分类Forest mortalityForest monitoring平台收录
Nationwide deadwood mapping reveals rising mountain forests vulnerability

全国尺度枯死木制图揭示山地森林脆弱性上升

Luca Ferrari; Lars T. Waser; Achilleas Psomas; Clemens Mosig; Teja Kattenborn; Christian Ginzler; Verena C. Griess; Mirela BeloiuETH Zürich; Swiss Federal Research Institute WSL; Leipzig University; University of Freiburg
ISPRS Journal of Photogrammetry and Remote SensingDOI: 10.1016/j.isprsjprs.2026.09.041
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光学遥感定量遥感土壤水分平台收录
Effectiveness of multi-source merged soil moisture products using different triple collocation methods: A comprehensive assessment incorporating spatial similarity evaluation framework

采用不同三重配置方法的多源合并土壤水分产品的有效性：结合空间相似性评价框架的综合评价

Meng Cao , Min Chen, Jeffrey P. WalkerMonash University
Remote Sensing of EnvironmentDOI: 10.1016/j.rse.2026.115715
2026/10/07
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