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Transfer Learning in Earth Observation Data Analysis: A review 迁移学习在地球观测数据分析中的应用综述
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-12-09 DOI: 10.1109/mgrs.2024.3494673
Artur Nowakowski, Maria Pia Del Rosso, Paulina Zachar, Dario Spiller, Grzegorz Gabara, Domenico Barretta, Kamila Barbara Kalinowska, Kamil Choromański, Artur Wilkowski, Alessandro Sebastianelli, Przemysław Kupidura, Katarzyna Osińska-Skotak, Silvia Liberata Ullo
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引用次数: 0
Synthetic Aperture Radar Imaging Meets Deep Unfolded Learning: A comprehensive review 合成孔径雷达成像与深度展开学习：综述
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-12-09 DOI: 10.1109/mgrs.2024.3494754
Mou Wang, Yifei Hu, Shunjun Wei, Jun Shi, Guolong Cui, Lingjiang Kong, Yongxin Guo
{"title":"Synthetic Aperture Radar Imaging Meets Deep Unfolded Learning: A comprehensive review","authors":"Mou Wang, Yifei Hu, Shunjun Wei, Jun Shi, Guolong Cui, Lingjiang Kong, Yongxin Guo","doi":"10.1109/mgrs.2024.3494754","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3494754","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"28 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142796915","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
Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives 遥感图像融合中的深度学习：方法、协议、数据和未来展望
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-12-05 DOI: 10.1109/mgrs.2024.3495516
Gemine Vivone, Liang-Jian Deng, Shangqi Deng, Danfeng Hong, Menghui Jiang, Chenyu Li, Wei Li, Huanfeng Shen, Xiao Wu, Jin-Liang Xiao, Jing Yao, Mengmeng Zhang, Jocelyn Chanussot, Salvador García, Antonio Plaza
{"title":"Deep Learning in Remote Sensing Image Fusion: Methods, protocols, data, and future perspectives","authors":"Gemine Vivone, Liang-Jian Deng, Shangqi Deng, Danfeng Hong, Menghui Jiang, Chenyu Li, Wei Li, Huanfeng Shen, Xiao Wu, Jin-Liang Xiao, Jing Yao, Mengmeng Zhang, Jocelyn Chanussot, Salvador García, Antonio Plaza","doi":"10.1109/mgrs.2024.3495516","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3495516","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"3 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142782606","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
Beyond Grid Data: Exploring graph neural networks for Earth observation 超越网格数据：探索地球观测的图形神经网络
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-12-04 DOI: 10.1109/mgrs.2024.3493972
Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu
{"title":"Beyond Grid Data: Exploring graph neural networks for Earth observation","authors":"Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu","doi":"10.1109/mgrs.2024.3493972","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3493972","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"20 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142776570","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
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system 当地球科学遇到基础模型：走向一个通用的地球科学人工智能系统
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-28 DOI: 10.1109/mgrs.2024.3496478
Hao Zhang, Jin-Jian Xu, Hong-Wei Cui, Lin Li, Yaowen Yang, Chao-Sheng Tang, Niklas Boers
{"title":"When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system","authors":"Hao Zhang, Jin-Jian Xu, Hong-Wei Cui, Lin Li, Yaowen Yang, Chao-Sheng Tang, Niklas Boers","doi":"10.1109/mgrs.2024.3496478","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3496478","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"16 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753543","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
Deep Learning Meets Object-Based Image Analysis: Tasks, challenges, strategies, and perspectives 深度学习满足基于对象的图像分析：任务，挑战，策略和观点
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-27 DOI: 10.1109/mgrs.2024.3489952
Lei Ma, Ziyun Yan, Mengmeng Li, Tao Liu, Liqin Tan, Xuan Wang, Weiqiang He, Ruikun Wang, Guangjun He, Heng Lu, Thomas Blaschke
{"title":"Deep Learning Meets Object-Based Image Analysis: Tasks, challenges, strategies, and perspectives","authors":"Lei Ma, Ziyun Yan, Mengmeng Li, Tao Liu, Liqin Tan, Xuan Wang, Weiqiang He, Ruikun Wang, Guangjun He, Heng Lu, Thomas Blaschke","doi":"10.1109/mgrs.2024.3489952","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3489952","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"19 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753547","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
ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection ODinMJ：用于山地丛林物体探测的红绿蓝热数据集
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-20 DOI: 10.1109/mgrs.2024.3492069
Qingwang Wang, Xin Qu, Pengcheng Jin, Liyao Zhou, Junlin Ouyang, Haochen Song, Bei Cheng, Tao Shen, Yanfeng gu
{"title":"ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection","authors":"Qingwang Wang, Xin Qu, Pengcheng Jin, Liyao Zhou, Junlin Ouyang, Haochen Song, Bei Cheng, Tao Shen, Yanfeng gu","doi":"10.1109/mgrs.2024.3492069","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3492069","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"108 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142678214","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
An Integration of Natural Language and Hyperspectral Imaging: A review 自然语言与高光谱成像的整合：综述
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-15 DOI: 10.1109/mgrs.2024.3489613
Mayur Akewar, Manoj Chandak
{"title":"An Integration of Natural Language and Hyperspectral Imaging: A review","authors":"Mayur Akewar, Manoj Chandak","doi":"10.1109/mgrs.2024.3489613","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3489613","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"167 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142643063","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
Generative Artificial Intelligence Meets Synthetic Aperture Radar: A survey 生成式人工智能与合成孔径雷达：调查
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-13 DOI: 10.1109/mgrs.2024.3483459
Zhongling Huang, Xidan Zhang, Zuqian Tang, Feng Xu, Mihai Datcu, Junwei Han
{"title":"Generative Artificial Intelligence Meets Synthetic Aperture Radar: A survey","authors":"Zhongling Huang, Xidan Zhang, Zuqian Tang, Feng Xu, Mihai Datcu, Junwei Han","doi":"10.1109/mgrs.2024.3483459","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3483459","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"11 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142610694","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
Microwave Photonic Synthetic Aperture Radar: Systems, experiments, and imaging processing 微波光子合成孔径雷达：系统、实验和成像处理
IF 14.6 1区 地球科学
IEEE Geoscience and Remote Sensing Magazine Pub Date : 2024-11-12 DOI: 10.1109/mgrs.2024.3444777
Jianlai Chen, Rongqi Xiong, Hanwen Yu, Gang Xu, Ruoming Li, Mengdao Xing
{"title":"Microwave Photonic Synthetic Aperture Radar: Systems, experiments, and imaging processing","authors":"Jianlai Chen, Rongqi Xiong, Hanwen Yu, Gang Xu, Ruoming Li, Mengdao Xing","doi":"10.1109/mgrs.2024.3444777","DOIUrl":"https://doi.org/10.1109/mgrs.2024.3444777","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"11 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600935","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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