{"id":"https://openalex.org/W4401210395","doi":"https://doi.org/10.1109/lgrs.2024.3436924","title":"A Multilevel Damage Assessment Framework for Mixed-Hazard Buildings With Global Spatial Feature Guidance Module and Change Feature Attention in VHR Remote Sensing Images","display_name":"A Multilevel Damage Assessment Framework for Mixed-Hazard Buildings With Global Spatial Feature Guidance Module and Change Feature Attention in VHR Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401210395","doi":"https://doi.org/10.1109/lgrs.2024.3436924"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3436924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3436924","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","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/A5101287113","display_name":"Dongzhe Han","orcid":"https://orcid.org/0009-0007-7695-0271"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongzhe Han","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":"https://orcid.org/0009-0007-7695-0271","affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042579178","display_name":"Guang Yang","orcid":"https://orcid.org/0000-0002-4133-386X"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":"https://orcid.org/0000-0002-4133-386X","affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102620354","display_name":"Runbo Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runbo Xie","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102620353","display_name":"Wangze Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangze Lu","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103067199","display_name":"Meng Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Huang","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":"https://orcid.org/0009-0000-9107-9102","affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034535641","display_name":"Shuai Liu","orcid":"https://orcid.org/0000-0002-7115-6374"},"institutions":[{"id":"https://openalex.org/I4210098369","display_name":"Institute of Disaster Prevention","ror":"https://ror.org/00pyv1r78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098369","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Liu","raw_affiliation_strings":["Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China"],"raw_orcid":"https://orcid.org/0000-0002-7115-6374","affiliations":[{"raw_affiliation_string":"Software Engineering Technology Research Center, Institute of Disaster Prevention, Sanhe, China","institution_ids":["https://openalex.org/I4210098369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210098369"],"apc_list":null,"apc_paid":null,"fwci":1.0846,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80107948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9890000224113464,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.8185045719146729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6783747673034668},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5785251259803772},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5722148418426514},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.5626782774925232},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5068007111549377},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43048611283302307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40554001927375793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3538956046104431},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15958428382873535}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.8185045719146729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6783747673034668},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5785251259803772},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5722148418426514},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.5626782774925232},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5068007111549377},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43048611283302307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40554001927375793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3538956046104431},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15958428382873535},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3436924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3436924","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G7578254693","display_name":null,"funder_award_id":"D2024512010","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2988020997","https://openalex.org/W3015433531","https://openalex.org/W3161846845","https://openalex.org/W3175213166","https://openalex.org/W3180045188","https://openalex.org/W4210693183","https://openalex.org/W4213244977","https://openalex.org/W4288020654","https://openalex.org/W4292651731","https://openalex.org/W4317566050","https://openalex.org/W4319663760","https://openalex.org/W4376648503","https://openalex.org/W4388974431","https://openalex.org/W6771401702","https://openalex.org/W6775948734"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2376528221","https://openalex.org/W196800607","https://openalex.org/W2359428812","https://openalex.org/W3181296946","https://openalex.org/W2015705630","https://openalex.org/W2355368334","https://openalex.org/W2073313993"],"abstract_inverted_index":{"After":[0],"a":[1,84,96,136,156],"natural":[2],"disaster,":[3],"it":[4],"is":[5,224],"crucial":[6],"to":[7,52,72,103,112,163],"locate":[8],"the":[9,29,36,113,132,146,149,181,196,201,214],"affected":[10],"areas":[11],"and":[12,69,169,189],"assess":[13],"building":[14,32,43,64],"damage":[15,33,44,65,86,142,157,178,202],"for":[16,62,91,210],"emergency":[17],"rescue":[18],"operations.":[19],"Automatic":[20],"analysis":[21],"technology":[22],"based":[23],"on":[24],"remote":[25,57],"sensing":[26,58],"imagery":[27],"improves":[28],"effectiveness":[30],"of":[31,49,116,126,148,151,183,204],"assessment.":[34],"However,":[35],"existing":[37],"methods":[38,61],"face":[39],"challenges":[40],"in":[41,56,180],"determining":[42,140],"levels":[45,143,179],"across":[46],"different":[47,177],"types":[48],"disasters":[50],"owing":[51],"complex":[53],"appearance":[54],"features":[55,66,125,166],"images.":[59,171],"These":[60],"extracting":[63],"are":[67],"insufficient":[68],"lack":[70],"attention":[71,111,160,192],"subtle":[73,174],"differences":[74,175],"between":[75,167,176],"some":[76],"visually":[77],"similar":[78],"categories.":[79],"Therefore,":[80],"this":[81],"study":[82],"proposes":[83],"multilevel":[85],"assessment":[87],"(MLDA)":[88],"universal":[89],"framework":[90],"mixed-hazard":[92],"buildings.":[93],"MLDA":[94,154,199],"designs":[95],"global":[97,137],"spatial":[98,114,190],"feature":[99,159,185],"guidance":[100],"(GSFG)":[101],"module":[102,162],"extract":[104],"high-level":[105],"semantic":[106],"features.":[107],"GSFG":[108],"pays":[109],"more":[110],"deformation":[115,133],"buildings":[117,129,207],"by":[118,130,187,218],"long-distance":[119],"context":[120],"modeling.":[121],"It":[122],"extracts":[123],"common":[124],"multiple":[127],"damaged":[128,212],"calculating":[131],"similarity":[134],"under":[135],"perspective,":[138],"accurately":[139],"their":[141],"without":[144],"considering":[145],"impact":[147],"type":[150],"disaster.":[152],"Then,":[153],"constructs":[155],"change":[158],"(DCFA)":[161],"enhance":[164],"heterogeneous":[165],"pre-":[168],"postdisaster":[170],"DCFA":[172],"identifies":[173],"process":[182],"multiscale":[184],"fusion":[186],"channel":[188],"dual":[191],"mechanisms.":[193],"Compared":[194],"with":[195],"state-of-the-art":[197],"methods,":[198],"assesses":[200],"level":[203],"mixed":[205],"disaster-stricken":[206],"effectively.":[208],"Especially":[209],"minor":[211],"buildings,":[213],"accuracy":[215],"rate":[216],"improved":[217],"about":[219],"2.3%.":[220],"The":[221],"source":[222],"code":[223],"available":[225],"at":[226],"<uri":[227],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[228],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/DongzheHan-cv/MLDA</uri>.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
