{"id":"https://openalex.org/W4402264473","doi":"https://doi.org/10.1109/igarss53475.2024.10642202","title":"Flood Area Segmentation by SAM Based on SAR Data and DEM Assistance","display_name":"Flood Area Segmentation by SAM Based on SAR Data and DEM Assistance","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402264473","doi":"https://doi.org/10.1109/igarss53475.2024.10642202"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642202","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100639306","display_name":"Yun Zhang","orcid":"https://orcid.org/0009-0006-0642-712X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Zhang","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114084972","display_name":"Qiansheng Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiansheng Ma","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067455406","display_name":"Baoyu Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135457","display_name":"Harbin Science and Technology Bureau","ror":"https://ror.org/03qdcb993","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210135457"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyu Ge","raw_affiliation_strings":["Harbin Space Star Data System Technology Co., Ltd,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Space Star Data System Technology Co., Ltd,Harbin,China","institution_ids":["https://openalex.org/I4210135457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020086846","display_name":"Maosheng Wei","orcid":"https://orcid.org/0000-0002-3724-1786"},"institutions":[{"id":"https://openalex.org/I4210135457","display_name":"Harbin Science and Technology Bureau","ror":"https://ror.org/03qdcb993","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210135457"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosheng Wei","raw_affiliation_strings":["Harbin Space Star Data System Technology Co., Ltd,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Space Star Data System Technology Co., Ltd,Harbin,China","institution_ids":["https://openalex.org/I4210135457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070975831","display_name":"Yankun Huang","orcid":"https://orcid.org/0009-0006-1118-6922"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yankun Huang","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101618214","display_name":"Zhenyuan Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyuan Ji","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronic Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7202","last_page":"7206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9210000038146973,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6207152009010315},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6001952290534973},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5560448169708252},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5097841620445251},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4800180494785309},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4257698357105255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37522614002227783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3460316061973572},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.297635018825531},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1708660125732422},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.06408953666687012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6207152009010315},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6001952290534973},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5560448169708252},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5097841620445251},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4800180494785309},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4257698357105255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37522614002227783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3460316061973572},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.297635018825531},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1708660125732422},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06408953666687012}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642202","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1988715973","https://openalex.org/W1996585131","https://openalex.org/W3044570801","https://openalex.org/W3098656187","https://openalex.org/W3132991812","https://openalex.org/W4296437332","https://openalex.org/W4387042022","https://openalex.org/W4390043965","https://openalex.org/W4390874575"],"related_works":["https://openalex.org/W2394377911","https://openalex.org/W63519562","https://openalex.org/W3020755331","https://openalex.org/W2593813247","https://openalex.org/W4386724243","https://openalex.org/W4388268408","https://openalex.org/W4387816319","https://openalex.org/W2016618709","https://openalex.org/W4252699458","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Flood":[0],"disasters":[1,19],"are":[2],"a":[3,171],"major":[4],"factor":[5],"threatening":[6],"agriculture,":[7],"human":[8],"life,":[9],"and":[10,24,46,77],"property":[11],"safety.":[12],"Suppose":[13],"the":[14,97,103,107,123,129,133,146,183],"areas":[15],"affected":[16],"by":[17],"flood":[18],"can":[20],"be":[21,34],"effectively":[22,78],"delineated":[23],"reasonably":[25],"predicted.":[26],"In":[27],"that":[28],"case,":[29],"it":[30,71,83],"will":[31,121],"not":[32],"only":[33],"beneficial":[35],"for":[36,43,57],"agricultural":[37],"production":[38],"but":[39],"also":[40,84,144],"provide":[41],"convenience":[42],"disaster":[44],"prevention":[45],"relief.":[47],"The":[48,156,176],"Segment":[49],"Anything":[50],"Model":[51],"(SAM)":[52],"emerged,":[53],"providing":[54],"innovative":[55],"ideas":[56],"many":[58],"visual":[59],"tasks.":[60],"SAM":[61,104,186],"has":[62,85],"excellent":[63,98],"feature":[64,99],"extraction":[65,100],"ability":[66,101],"in":[67,89,138,159],"network":[68],"models,":[69],"allowing":[70],"to":[72,74,105,109,111,132,149,188],"adapt":[73,110],"different":[75],"scenes":[76],"segment":[79],"various":[80],"objects,":[81],"so":[82],"great":[86],"application":[87],"prospects":[88],"remote":[90,115,139,151],"sensing":[91,116,140,152],"images.":[92],"Therefore,":[93],"this":[94,142,160],"article":[95,120,143,161],"utilizes":[96],"of":[102,114,126,136,163,185],"enable":[106],"model":[108,174],"downstream":[112],"tasks":[113,154],"image":[117,153],"segmentation.":[118],"This":[119],"use":[122],"decoder":[124],"structure":[125],"CycleGAN":[127],"as":[128],"decoder.":[130],"Due":[131],"large":[134],"proportion":[135],"background":[137],"images,":[141],"enhances":[145],"loss":[147],"function":[148],"suit":[150],"better.":[155],"MMFlood":[157],"dataset":[158],"consists":[162],"Synthetic":[164],"Aperture":[165],"Radar":[166],"(SAR)":[167],"images":[168],"combined":[169],"with":[170,182],"digital":[172],"elevation":[173],"(DEM).":[175],"experimental":[177],"results":[178],"demonstrate":[179],"improved":[180],"performance":[181],"assistance":[184],"compared":[187],"Unet++.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}