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IEEE Transactions on Geoscience and Remote Sensing最新文献

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Enhancing Deep Learning-Based GPR Data Inversion with Unsupervised Domain Adaptation: Comparison of Domain Classifiers 基于深度学习的无监督域自适应GPR数据反演：域分类器的比较
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568384
Takanori Imai, Tsukasa Mizutani, Tatsuya Iguchi, Toshihiro Haneda
{"title":"Enhancing Deep Learning-Based GPR Data Inversion with Unsupervised Domain Adaptation: Comparison of Domain Classifiers","authors":"Takanori Imai, Tsukasa Mizutani, Tatsuya Iguchi, Toshihiro Haneda","doi":"10.1109/tgrs.2025.3568384","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568384","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"108 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930735","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
FAFormer: Frequency-Analysis-Based Transformer Focusing on Correlation and Specificity for Pansharpening FAFormer：基于频率分析的泛锐化相关和专属性变压器
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568527
Yifan Meng, Hao Zhu, Xiaoyu Yi, Biao Hou, Shuang Wang, Yuan Wang, Kefan Chen, Licheng Jiao
{"title":"FAFormer: Frequency-Analysis-Based Transformer Focusing on Correlation and Specificity for Pansharpening","authors":"Yifan Meng, Hao Zhu, Xiaoyu Yi, Biao Hou, Shuang Wang, Yuan Wang, Kefan Chen, Licheng Jiao","doi":"10.1109/tgrs.2025.3568527","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568527","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"24 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930828","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
Few-shot Semantic Segmentation on Remote Sensing Images with Learnable Prototype 基于可学习原型的遥感图像少镜头语义分割
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568475
Jing Wang, Yuang Liu, Qiang Zhou, Zhibin Wang, Fan Wang
{"title":"Few-shot Semantic Segmentation on Remote Sensing Images with Learnable Prototype","authors":"Jing Wang, Yuang Liu, Qiang Zhou, Zhibin Wang, Fan Wang","doi":"10.1109/tgrs.2025.3568475","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568475","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"39 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930734","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
PTDA: Progressive Pseudo-Label Learning for Cross-Domain Cloud Detection in High-Resolution Remote Sensing 高分辨率遥感跨域云检测的渐进式伪标签学习
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3567159
Jin Kuang, Xianjun Gao, Yuanwei Yang, Siyuan Dong, Ji Dong, Yuan Kou, Meilin Tan, Zhiwei Wang
{"title":"PTDA: Progressive Pseudo-Label Learning for Cross-Domain Cloud Detection in High-Resolution Remote Sensing","authors":"Jin Kuang, Xianjun Gao, Yuanwei Yang, Siyuan Dong, Ji Dong, Yuan Kou, Meilin Tan, Zhiwei Wang","doi":"10.1109/tgrs.2025.3567159","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3567159","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"1 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930733","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
Nonlinear Learnable Triple-Domain Transform Tensor Nuclear Norm for Hyperspectral Image Super-Resolution 高光谱图像超分辨率的非线性可学习三域变换张量核范数
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568627
Honghui Xu, Yueqian Quan, Mengjie Qin, Yibin Wang, Chuangjie Fang, Yan Li, Jianwei Zheng
{"title":"Nonlinear Learnable Triple-Domain Transform Tensor Nuclear Norm for Hyperspectral Image Super-Resolution","authors":"Honghui Xu, Yueqian Quan, Mengjie Qin, Yibin Wang, Chuangjie Fang, Yan Li, Jianwei Zheng","doi":"10.1109/tgrs.2025.3568627","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568627","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"27 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930797","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
Hierarchical Contrastive Learning for Multi-Granularity Ship Classification with Learnable Class Queries 基于可学习类查询的多粒度船舶分类层次对比学习
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3567847
Jingzhou Chen, Fengchao Xiong, Yuntao Qian, Liang Xiao
{"title":"Hierarchical Contrastive Learning for Multi-Granularity Ship Classification with Learnable Class Queries","authors":"Jingzhou Chen, Fengchao Xiong, Yuntao Qian, Liang Xiao","doi":"10.1109/tgrs.2025.3567847","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3567847","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"1 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930812","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
Learning Modality-Invariant Feature for Multimodal Image Matching via Knowledge Distillation 基于知识蒸馏的多模态图像匹配学习模态不变特征
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568003
Yepeng Liu, Wenpeng Lai, Yuliang Gu, Gui-Song Xia, Bo Du, Yongchao Xu
{"title":"Learning Modality-Invariant Feature for Multimodal Image Matching via Knowledge Distillation","authors":"Yepeng Liu, Wenpeng Lai, Yuliang Gu, Gui-Song Xia, Bo Du, Yongchao Xu","doi":"10.1109/tgrs.2025.3568003","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568003","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"20 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930732","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
A Multimodal Cross-domain Segmentation Network of Remote Sensing Imagery With Multilevel Deep Cross-Fusion and Adversarial Domain Adaptation 基于多层次深度交叉融合和对抗域自适应的遥感图像多模态跨域分割网络
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568632
Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue
{"title":"A Multimodal Cross-domain Segmentation Network of Remote Sensing Imagery With Multilevel Deep Cross-Fusion and Adversarial Domain Adaptation","authors":"Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue","doi":"10.1109/tgrs.2025.3568632","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568632","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"39 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930816","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
Low-Light and Infrared Multimodal Remote Sensing in Nighttime Rescue Mission: A Review of Anomaly Detection Methods 夜间救援任务中的低光和红外多模态遥感：异常检测方法综述
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568456
Yuting Wan, Haoyu Yao, Jiawei Liu, Chen Sun, Ailong Ma, Yanfei Zhong
{"title":"Low-Light and Infrared Multimodal Remote Sensing in Nighttime Rescue Mission: A Review of Anomaly Detection Methods","authors":"Yuting Wan, Haoyu Yao, Jiawei Liu, Chen Sun, Ailong Ma, Yanfei Zhong","doi":"10.1109/tgrs.2025.3568456","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568456","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"14 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930731","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
FDPF-Net: A Full-scale Dynamic Pyramid Fusion Network for Infrared Small Target Detection FDPF-Net：用于红外小目标检测的全尺寸动态金字塔融合网络
IF 8.2 1区 地球科学
IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-05-09 DOI: 10.1109/tgrs.2025.3568425
Xiaoyang Yuan, Chunling Yang, Yu Chen, Yan Zhang, Anran Zhong, Qiyuan Zheng
{"title":"FDPF-Net: A Full-scale Dynamic Pyramid Fusion Network for Infrared Small Target Detection","authors":"Xiaoyang Yuan, Chunling Yang, Yu Chen, Yan Zhang, Anran Zhong, Qiyuan Zheng","doi":"10.1109/tgrs.2025.3568425","DOIUrl":"https://doi.org/10.1109/tgrs.2025.3568425","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"16 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143930827","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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