Pub Date : 2024-08-18DOI: 10.1080/2150704x.2024.2388851
HyeonCheol Noh, JinGi Ju, YuHyun Kim, MinWoo Kim, Dong-Geol Choi
In remote sensing, change detection based on deep learning shows promising performance. However, collecting multi-temporal paired images for training a change detection model is costly. To solve th...
{"title":"Unsupervised change detection based on image reconstruction loss with segment anything","authors":"HyeonCheol Noh, JinGi Ju, YuHyun Kim, MinWoo Kim, Dong-Geol Choi","doi":"10.1080/2150704x.2024.2388851","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2388851","url":null,"abstract":"In remote sensing, change detection based on deep learning shows promising performance. However, collecting multi-temporal paired images for training a change detection model is costly. To solve th...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 : 2024-08-14DOI: 10.1080/2150704x.2024.2388847
Jie Dong, Meijun Xu, Peng Yu, Henghua Zhu, Wenyu Ren, Shiqi Gao, Ming Hao, Jiani Fu
In recent years, limited surface space and restricted urban expansion have become increasingly prominent. The development of underground spaces has emerged as an effective solution, offering a new ...
{"title":"Estimating the building heights and occupancy of underground space resources based on high-resolution remote sensing images","authors":"Jie Dong, Meijun Xu, Peng Yu, Henghua Zhu, Wenyu Ren, Shiqi Gao, Ming Hao, Jiani Fu","doi":"10.1080/2150704x.2024.2388847","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2388847","url":null,"abstract":"In recent years, limited surface space and restricted urban expansion have become increasingly prominent. The development of underground spaces has emerged as an effective solution, offering a new ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 : 2024-08-12DOI: 10.1080/2150704x.2024.2388846
Ahmed S. Afifi, Ahmed Magdy
According to the 2018 report of the United Nations Office for Disaster Risk Reduction (UNISDR), the total number of recorded flood events between 1998 and 2017 was 3,148. This means there is an ave...
{"title":"Flood monitoring in an Giang Province, Vietnam using global flood mapper and Sentinel-1 SAR","authors":"Ahmed S. Afifi, Ahmed Magdy","doi":"10.1080/2150704x.2024.2388846","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2388846","url":null,"abstract":"According to the 2018 report of the United Nations Office for Disaster Risk Reduction (UNISDR), the total number of recorded flood events between 1998 and 2017 was 3,148. This means there is an ave...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 : 2024-08-12DOI: 10.1080/2150704x.2024.2388853
Tengfei Ma, Haitao Yin
Aerial object detection (AOD) aims at locating and categorizing aerial targets in remote sensing image, which has wide practical applications. Mainstream feature pyramid network (FPN) has made grea...
{"title":"MAFPN: a mixed local-global attention feature pyramid network for aerial object detection","authors":"Tengfei Ma, Haitao Yin","doi":"10.1080/2150704x.2024.2388853","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2388853","url":null,"abstract":"Aerial object detection (AOD) aims at locating and categorizing aerial targets in remote sensing image, which has wide practical applications. Mainstream feature pyramid network (FPN) has made grea...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 : 2024-08-12DOI: 10.1080/2150704x.2024.2387131
Joe Crumpton, Morgan B. Pfeiffer, Sathishkumar Samiappan, Jared A. Elmore, Landon R. Jones, B. Santhana Krishnan, Raymond B. Iglay, Esteban Fernández-Juricic, Bradley F. Blackwell
The increasing availability of unoccupied aircraft systems (UAS, also referred to as drones) has led to their use in taking vertical aerial photographs at relatively small spatial scales. These pho...
{"title":"Relief displacement of airborne objects","authors":"Joe Crumpton, Morgan B. Pfeiffer, Sathishkumar Samiappan, Jared A. Elmore, Landon R. Jones, B. Santhana Krishnan, Raymond B. Iglay, Esteban Fernández-Juricic, Bradley F. Blackwell","doi":"10.1080/2150704x.2024.2387131","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2387131","url":null,"abstract":"The increasing availability of unoccupied aircraft systems (UAS, also referred to as drones) has led to their use in taking vertical aerial photographs at relatively small spatial scales. These pho...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The East China Sea frequently experiences red tide outbreaks, significantly impacting marine carbon sink dynamics and ecosystem health. This study examines the temporal and spatial variations of re...
{"title":"Spatiotemporal dynamics of nearshore red tides and their carbon sink potential in the East China Sea, 2012–2021","authors":"ZhaoZhu Yuan, Chi Feng, Xiaomei Hang, Lulu Jiang, Hao Shen, Weiwei Zhang","doi":"10.1080/2150704x.2024.2384097","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2384097","url":null,"abstract":"The East China Sea frequently experiences red tide outbreaks, significantly impacting marine carbon sink dynamics and ecosystem health. This study examines the temporal and spatial variations of re...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hyperspectral image classification using a deep relation network with random replacement data augmentation","authors":"Xinhua Lu, Jiaxuan Hao, Hua Wang, Jianliang Qiao, Junbo Huang","doi":"10.1080/2150704x.2024.2379513","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2379513","url":null,"abstract":"","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141797308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 : 2024-07-27DOI: 10.1080/2150704x.2024.2384095
Jung-Kuan Liu, S. Arundel, Ethan J. Shavers
{"title":"Evaluation of classified ground points from National Agriculture Imagery program photogrammetrically derived point clouds","authors":"Jung-Kuan Liu, S. Arundel, Ethan J. Shavers","doi":"10.1080/2150704x.2024.2384095","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2384095","url":null,"abstract":"","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141798508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The fine-grained ship classification (FGSC) task in remote sensing aims to distinguish subordinate ship categories. Due to the high similarity among different subcategories and the significant vari...
{"title":"DSNet: dual-stream network for fine-grained ship classification in optical remote sensing images","authors":"Shijun Yang, Xiang Zhang, Wanqing Zhao, Qiyao Hu, Hangzai Luo, Cheng Liu, Sheng Zhong, Jinye Peng","doi":"10.1080/2150704x.2024.2377211","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2377211","url":null,"abstract":"The fine-grained ship classification (FGSC) task in remote sensing aims to distinguish subordinate ship categories. Due to the high similarity among different subcategories and the significant vari...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141775498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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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