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IEEE Transactions on Geoscience and Remote Sensing最新文献

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Prior-Gated Adaptation with Multi-Granularity Structural Refinement for Fine-Grained Infrared Small-Target Segmentation 基于多粒度结构细化的优先门控自适应红外小目标分割
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744653
Zhili Zhang, Chao Ma, Bingnan Yang, Wei An, Yu Xiao, Xin Long
{"title":"Prior-Gated Adaptation with Multi-Granularity Structural Refinement for Fine-Grained Infrared Small-Target Segmentation","authors":"Zhili Zhang, Chao Ma, Bingnan Yang, Wei An, Yu Xiao, Xin Long","doi":"10.1109/tgrs.2026.3744653","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744653","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"56 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mapping Urban Mixed Land Use via Multimodal Fusion and Large Language Models 基于多模态融合和大语言模型的城市混合土地利用制图
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744435
Youcheng Song, Chang Xia, Weilin Wang, Haijun Wang, Bin Zhang, Haoran Zeng, Yaotao Liang, Xiaoxu Cao
{"title":"Mapping Urban Mixed Land Use via Multimodal Fusion and Large Language Models","authors":"Youcheng Song, Chang Xia, Weilin Wang, Haijun Wang, Bin Zhang, Haoran Zeng, Yaotao Liang, Xiaoxu Cao","doi":"10.1109/tgrs.2026.3744435","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744435","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"1 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Infrared Small Object Detection Based on Spatial-Frequency Enhancement and Manifold-Constrained Multi-Residual Redistribution 基于空频增强和流形约束多残差重分布的红外小目标检测
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744667
Bin Xiao, Yue Hu
{"title":"Infrared Small Object Detection Based on Spatial-Frequency Enhancement and Manifold-Constrained Multi-Residual Redistribution","authors":"Bin Xiao, Yue Hu","doi":"10.1109/tgrs.2026.3744667","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744667","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"43 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
WSCOM-YOLO: Directional-Reliability-Guided Local Spectral Communication for Aerial Small Object Detection 面向航空小目标检测的方向可靠性制导局部频谱通信
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744654
Xin Wang, Jiemin Wang, Mingchao Sun, Ce Song, Sheng Cai, Linlin Li, Jingwen Yan, Dejiang Wang
{"title":"WSCOM-YOLO: Directional-Reliability-Guided Local Spectral Communication for Aerial Small Object Detection","authors":"Xin Wang, Jiemin Wang, Mingchao Sun, Ce Song, Sheng Cai, Linlin Li, Jingwen Yan, Dejiang Wang","doi":"10.1109/tgrs.2026.3744654","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744654","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"48 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive Dual-Stream Cross-Attention and Channel Shuffling for Robust Visible-Infrared Object Detection 鲁棒可见红外目标检测的自适应双流交叉注意和信道变换
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744666
Chunzhi Li, Longlong Liu, Xiaohua Chen, Yuan Zhang, Huimeng Zheng
{"title":"Adaptive Dual-Stream Cross-Attention and Channel Shuffling for Robust Visible-Infrared Object Detection","authors":"Chunzhi Li, Longlong Liu, Xiaohua Chen, Yuan Zhang, Huimeng Zheng","doi":"10.1109/tgrs.2026.3744666","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744666","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"64 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PRFXeption: Multisource LiDAR-Supervised Sentinel-2 Learning for 10-m Canopy Height Mapping in Giant-Tree Regionss PRFXeption：基于多源lidar监督的Sentinel-2学习的巨树区10米冠层高度映射
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744696
Guangpeng Fan, Binghong Zhang, Fei Yan, Haoran Zhao, Liangliang Xu, Jiani Guo, Jialing Zhou, Xiangyu Ma, Jinhu Wang, Zhiwei Zhang, Yan Zhang, MeiRong Bao, Riqian Zhao, Jia Wang, Liangliang Nan
{"title":"PRFXeption: Multisource LiDAR-Supervised Sentinel-2 Learning for 10-m Canopy Height Mapping in Giant-Tree Regionss","authors":"Guangpeng Fan, Binghong Zhang, Fei Yan, Haoran Zhao, Liangliang Xu, Jiani Guo, Jialing Zhou, Xiangyu Ma, Jinhu Wang, Zhiwei Zhang, Yan Zhang, MeiRong Bao, Riqian Zhao, Jia Wang, Liangliang Nan","doi":"10.1109/tgrs.2026.3744696","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744696","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"13 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Small-Sample Space Target Recognition Based on Polarimetric Scattering Mechanisms and Geometric Features 基于偏振散射机制和几何特征的小样本空间目标识别
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744329
Wenhao Xiao, Junjun Yin, Jian Yang
{"title":"Small-Sample Space Target Recognition Based on Polarimetric Scattering Mechanisms and Geometric Features","authors":"Wenhao Xiao, Junjun Yin, Jian Yang","doi":"10.1109/tgrs.2026.3744329","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744329","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"237 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification 物理诱导的大气对抗性扰动：增强遥感图像分类的可转移性和鲁棒性
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744104
Weiwei Zhuang, Wangze Xie, Qi Zhang, Xia Du, Zihan Lin, Zheng Lin, Hanlin Cai, Jizhe Zhou, Zihan Fang, Chi-man Pun, Wei Ni, Jun Luo
{"title":"Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification","authors":"Weiwei Zhuang, Wangze Xie, Qi Zhang, Xia Du, Zihan Lin, Zheng Lin, Hanlin Cai, Jizhe Zhou, Zihan Fang, Chi-man Pun, Wei Ni, Jun Luo","doi":"10.1109/tgrs.2026.3744104","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744104","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"64 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LiFE-BA-Net: A Lightweight Network With Depth Feature Enhancement and Boundary-Aware in Fire-Front Segmentation LiFE-BA-Net：一种具有深度特征增强和边界感知的火前分割轻量级网络
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3742890
Feng Zhu, Jungho Im, Guang Yang, Yinghui Zhao, Fengjun Zhao, Zhen Zhen
{"title":"LiFE-BA-Net: A Lightweight Network With Depth Feature Enhancement and Boundary-Aware in Fire-Front Segmentation","authors":"Feng Zhu, Jungho Im, Guang Yang, Yinghui Zhao, Fengjun Zhao, Zhen Zhen","doi":"10.1109/tgrs.2026.3742890","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3742890","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"29 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coupled Transformer Framework for Thick Cloud Removal of Multitemporal Remote Sensing Images 多时相遥感图像去厚云的耦合变压器框架
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2026-10-19 DOI: 10.1109/tgrs.2026.3744497
Yang Zhou, Hao Peng, Chuan Wang, Teng-Yu Ji, Yong Chen, Xi-Le Zhao
{"title":"Coupled Transformer Framework for Thick Cloud Removal of Multitemporal Remote Sensing Images","authors":"Yang Zhou, Hao Peng, Chuan Wang, Teng-Yu Ji, Yong Chen, Xi-Le Zhao","doi":"10.1109/tgrs.2026.3744497","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3744497","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"76 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149226630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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