{"title":"Diffusion Models for Hyperspectral Image Superresolution: From noise prediction to direct image prediction","authors":"Yinghao Xu, Jihong Sun, Peng Ren","doi":"10.1109/mgrs.2026.3733069","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3733069","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"113 1","pages":"2-25"},"PeriodicalIF":14.6,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149078035","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}
Fanen Meng, Sensen Wu, Yi Xiao, Qiangqiang Yuan, Zhiguo Jiang, Fengying Xie, Zhenhong Du, Haopeng Zhang
{"title":"Deep Learning for Remote Sensing Image Superresolution: A comprehensive review and a new real-world benchmark","authors":"Fanen Meng, Sensen Wu, Yi Xiao, Qiangqiang Yuan, Zhiguo Jiang, Fengying Xie, Zhenhong Du, Haopeng Zhang","doi":"10.1109/mgrs.2026.3706999","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3706999","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"59 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148946709","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}
Stefan Scheiblauer, Francescopaolo Sica, Michael Schmitt
{"title":"Persistent Scatterer Interferometry for Critical Infrastructure Monitoring: A practical tutorial through the examples of bridges","authors":"Stefan Scheiblauer, Francescopaolo Sica, Michael Schmitt","doi":"10.1109/mgrs.2026.3718122","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3718122","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"33 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148767835","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}
Nikolaos Dionelis, Alessandra Feliciotti, Mattia Marconcini, Devis Peressutti, Nika Oman Kadunc, JaeWan Park, Hagai Raja Sinulingga, Steve Andreas Immanuel, Ba Tran, Caroline Arnold, Nicolas Longepe
{"title":"MapYourCity: A New Multimodal Benchmark Dataset and Community Challenge: Building age estimation from street-view and satellite imagery","authors":"Nikolaos Dionelis, Alessandra Feliciotti, Mattia Marconcini, Devis Peressutti, Nika Oman Kadunc, JaeWan Park, Hagai Raja Sinulingga, Steve Andreas Immanuel, Ba Tran, Caroline Arnold, Nicolas Longepe","doi":"10.1109/mgrs.2026.3721371","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3721371","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"17 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148767862","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":"From Faithfulness to Validity: Explainable artificial intelligence in remote sensing","authors":"Elias Dritsas, Maria Trigka","doi":"10.1109/mgrs.2026.3717217","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3717217","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"1 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148728485","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}
Junaid Akram, Awais Akram, Ali Anaissi, Rutvij H. Jhaveri, Thippa Reddy Gadekallu
{"title":"Data Integrity Protection for Crowdsourced Drone Remote Sensing Services: A comparison of two cryptographic methods","authors":"Junaid Akram, Awais Akram, Ali Anaissi, Rutvij H. Jhaveri, Thippa Reddy Gadekallu","doi":"10.1109/mgrs.2026.3661010","DOIUrl":"https://doi.org/10.1109/mgrs.2026.3661010","url":null,"abstract":"","PeriodicalId":48660,"journal":{"name":"IEEE Geoscience and Remote Sensing Magazine","volume":"40 1","pages":""},"PeriodicalIF":14.6,"publicationDate":"2026-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148728510","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}