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多模态

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多模态多模态融合多模态遥感语义分割平台收录
Multimodal Uncertainty Robust Tree Cover Segmentation for High-Resolution Remote Sensing Images

用于高分辨率遥感影像的多模态不确定性稳健树木覆盖分割

Yuanyuan Gui; Wei Li; Yinjian Wang; Xiang-Gen Xia; Mauro Marty; Christian Ginzler; Zuyuan WangBeijing Institute of Technology; National Key Laboratory of Science and Technology on Space-Born Intelligent Information Processing; Beijing Institute of Technology (Zhuhai); University of Delaware; Swiss Federal Institute for Forest, Snow and Landscape Research WSL
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDOI: 10.1109/jstars.2025.3631272
时间待补充
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多模态图文对齐遥感场景分类零样本学习平台收录
Bidirectional Semantic-Vision Guidance for Zero-Shot Remote Sensing Image Scene Classification

面向零样本遥感影像场景分类的双向语义视觉引导

Yang Zhao; Jing Li; MengYang Li; Libiao Guo; Pingping Huang; Yifan DongInner Mongolia University of Technology; Inner Mongolia Key Laboratory of Radar Technology and Application
IEEE Geoscience and Remote Sensing LettersDOI: 10.1109/lgrs.2026.3745086
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多模态多模态目标检测遥感视觉定位文本引导目标定位模型平台收录
C2I-DINO: Category-to-Instance Discrimination for Remote Sensing Visual Grounding

C2I-DINO：用于遥感视觉定位的类别到实例判别

Linghong Cai; Yongpeng Wen; Yanghui Song; Wanghao Sun; Yaming Zhang; Nanqing LiuYunnan Normal University; Yunnan Key Laboratory of Digital Intelligence Supervision and Governance
IEEE Geoscience and Remote Sensing LettersDOI: 10.1109/lgrs.2026.3745178
时间待补充
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多模态多模态融合地上生物量数据融合平台收录
Early vs. Late Fusion of Sentinel-1 and Sentinel-2 for GEDI-Supervised Above-Ground Biomass Regression

以全球生态系统动态调查激光雷达监督的地上生物量回归：哨兵一号与哨兵二号的早期融合和晚期融合比较

Chavosh Almassian; Keyvan Yahya; Farhad BaybordiKarlsruhe Institute of Technology; Chemnitz University of Technology; Hahnair
IEEE Geoscience and Remote Sensing LettersDOI: 10.1109/lgrs.2026.3746853
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多模态多模态融合Multi-modal maritime object recognitionCross-sensor continual learning平台收录
Cross-sensor continual maritime object recognition via spectral shift modulation in heterogeneous infrared–visible UAV imagery

异构红外—可见光无人机影像中基于光谱偏移调制的跨传感器持续海上目标识别

Dingyuan Chen; Yu Liu; Zhaohui SongHangzhou Dianzi University; Zhejiang Key Laboratory of Space Information Sensing and Transmission; Wuhan University
ISPRS Journal of Photogrammetry and Remote SensingDOI: 10.1016/j.isprsjprs.2026.09.025
时间待补充
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多模态图文对齐Remote Sensing Image–Text RetrievalCross-modal retrieval平台收录
From granularity to consensus: Mitigating sample defects for Remote Sensing Image–Text Retrieval

从粒度到共识：缓解遥感图像—文本检索中的样本缺陷

Shaofan Chen; Tiankui Lu; Wentao Ma; Tongqing Zhou; Jin He; Mengyu Wang; Yuwei Wang; Lu Liu; Lichuan GuAnhui Agricultural University; National University of Defense Technology; Nanchang Hangkong University
ISPRS Journal of Photogrammetry and Remote SensingDOI: 10.1016/j.isprsjprs.2026.09.040
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多模态多模态融合3D building change detectionMixture of experts平台收录
Height-Prompt Mixture of Experts for multimodal 3D building change detection

基于高度提示混合专家的多模态三维建筑变化检测

Hao Liu; Yongjie Zheng; Yi Yuan; Mingyang Zhang; Maoguo Gong; Lorenzo BruzzoneUniversity of Trento; University of Electronic Science and Technology of China; Technical University of Munich; Xidian University; Inner Mongolia Normal University
ISPRS Journal of Photogrammetry and Remote SensingDOI: 10.1016/j.isprsjprs.2026.09.037
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