Pub Date : 2026-02-09DOI: 10.1109/tgrs.2026.3662471
Mohamed M. Elisy, Xiongwu Xiao, Mohamed H. Sharouda, Jianya Gong, Deren Li
{"title":"ReSCD-Net: Resolution-Aware Deep Learning for Building Change Detection in High-Resolution Satellite Imagery","authors":"Mohamed M. Elisy, Xiongwu Xiao, Mohamed H. Sharouda, Jianya Gong, Deren Li","doi":"10.1109/tgrs.2026.3662471","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3662471","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"88 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146089","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}
Pub Date : 2026-02-09DOI: 10.1109/tgrs.2026.3662322
Chen Fang, Shuli Cheng, Anyu Du, Chunpeng Wu, Yao Ding
{"title":"LGMM-Net: A Local-Global Encoder and Mask Mamba Decoder Network for Remote Sensing Change Detection","authors":"Chen Fang, Shuli Cheng, Anyu Du, Chunpeng Wu, Yao Ding","doi":"10.1109/tgrs.2026.3662322","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3662322","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"1 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146087","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}
Pub Date : 2026-02-09DOI: 10.1109/tgrs.2026.3662731
Jintao Chen, Yan Zhang, Jing Li, Tao Zeng, Run Li, Yuanjie Qi, Ziwen Sun, Kun Huang
{"title":"DPLG-Net: Deep pseudo-label-guided network for weakly-supervised semantic segmentation of ALS point clouds","authors":"Jintao Chen, Yan Zhang, Jing Li, Tao Zeng, Run Li, Yuanjie Qi, Ziwen Sun, Kun Huang","doi":"10.1109/tgrs.2026.3662731","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3662731","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"5 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146088","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}
Pub Date : 2026-02-06DOI: 10.1109/tgrs.2026.3661042
Jinlong Zhang, Sanping Zhou, Ye Deng, Le Wang
{"title":"Adaptive Receptive Field Network for Small Objects Detection in Remote Sensing Images","authors":"Jinlong Zhang, Sanping Zhou, Ye Deng, Le Wang","doi":"10.1109/tgrs.2026.3661042","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3661042","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"72 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134852","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}
Pub Date : 2026-02-06DOI: 10.1109/tgrs.2026.3661423
Wujie Zhou, Chuanming Ji, Weiwei Qiu, Yuanyuan Liu
{"title":"Adaptive Adjustment Multi-Teacher Distillation Network for Visible–Infrared Transmission Line Detection","authors":"Wujie Zhou, Chuanming Ji, Weiwei Qiu, Yuanyuan Liu","doi":"10.1109/tgrs.2026.3661423","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3661423","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"5 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134858","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}
Pub Date : 2026-02-06DOI: 10.1109/tgrs.2026.3661721
Xiufei Zhang, Xiwen Yao, Gong Cheng, Junwei Han
{"title":"Domain Adaptation for Object Detection Based on Domain-aware Prompting in Remote Sensing Imagery","authors":"Xiufei Zhang, Xiwen Yao, Gong Cheng, Junwei Han","doi":"10.1109/tgrs.2026.3661721","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3661721","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"92 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134860","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}
{"title":"Dual-Path Self-Supervised Spatiotemporal Learning for Satellite Video Scene Understanding","authors":"Yuanhang Wang, Jiameng Li, Guoming Gao, Yanfeng Gu","doi":"10.1109/tgrs.2026.3660976","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3660976","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"311 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134866","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}
Pub Date : 2026-02-06DOI: 10.1109/tgrs.2026.3661973
Qiguo Xu, Tao Zhang, Hang Gao, Wentai Lei
{"title":"GPR 3D Data Volume Inversion Method Based on Interactive Tracking and 2D Multi-view Inversion Network","authors":"Qiguo Xu, Tao Zhang, Hang Gao, Wentai Lei","doi":"10.1109/tgrs.2026.3661973","DOIUrl":"https://doi.org/10.1109/tgrs.2026.3661973","url":null,"abstract":"","PeriodicalId":13213,"journal":{"name":"IEEE Transactions on Geoscience and Remote Sensing","volume":"17 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134854","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}
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