{"id":"https://openalex.org/W4402261307","doi":"https://doi.org/10.1109/igarss53475.2024.10640532","title":"MapChange: Enhancing Semantic Change Detection with Temporal-Invariant Historical Maps Based on Deep Triplet Network","display_name":"MapChange: Enhancing Semantic Change Detection with Temporal-Invariant Historical Maps Based on Deep Triplet Network","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261307","doi":"https://doi.org/10.1109/igarss53475.2024.10640532"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640532","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640532","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":"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/A5025736828","display_name":"Yinhe Liu","orcid":"https://orcid.org/0000-0001-6227-2691"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinhe Liu","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086767688","display_name":"Sunan Shi","orcid":"https://orcid.org/0000-0002-0769-5859"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sunan Shi","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000877601","display_name":"Zhuo Zheng","orcid":"https://orcid.org/0000-0003-1811-6725"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuo Zheng","raw_affiliation_strings":["Stanford University,Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University,Department of Computer Science","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018684025","display_name":"Jue Wang","orcid":"https://orcid.org/0000-0002-0229-8424"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jue Wang","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021182052","display_name":"Shiqi Tian","orcid":"https://orcid.org/0000-0001-9872-483X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Tian","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100754351","display_name":"Yanfei Zhong","orcid":"https://orcid.org/0000-0001-9446-5850"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Zhong","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,P. R. China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3057,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52223223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"7653","last_page":"7656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9233999848365784,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9233999848365784,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9086999893188477,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6569280624389648},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.625244140625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.507023811340332},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12312889099121094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6569280624389648},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.625244140625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.507023811340332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12312889099121094},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640532","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640532","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2966542792","https://openalex.org/W3102410143","https://openalex.org/W3193414609","https://openalex.org/W3202757651","https://openalex.org/W3217456364","https://openalex.org/W4226191648","https://openalex.org/W6777793001","https://openalex.org/W6786055732"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Semantic":[0],"Change":[1],"Detection":[2],"(SCD)":[3],"is":[4,35,131],"recognized":[5],"as":[6],"both":[7],"a":[8,105],"crucial":[9],"and":[10,52,68],"challenging":[11],"task":[12],"in":[13,47,82,88,126],"the":[14,27,61,69,96,122,137,155],"field":[15],"of":[16,29,63,71,136],"image":[17,30,128],"analysis.":[18],"Traditional":[19],"methods":[20],"for":[21],"SCD":[22,162],"have":[23,153],"predominantly":[24],"relied":[25],"on":[26,147],"comparison":[28],"pairs.":[31],"However,":[32],"this":[33,120],"approach":[34],"significantly":[36],"hindered":[37],"by":[38],"substantial":[39],"imaging":[40],"differences,":[41],"which":[42],"arise":[43],"due":[44,74],"to":[45,57,75,93],"variations":[46],"shooting":[48],"times,":[49],"atmospheric":[50],"conditions,":[51],"angles.":[53],"Such":[54],"discrepancies":[55],"lead":[56],"two":[58,148],"primary":[59],"issues:":[60],"under-detection":[62],"minor":[64],"yet":[65],"significant":[66],"changes,":[67],"generation":[70],"false":[72],"alarms":[73],"temporal":[76,123],"variances.":[77],"These":[78,151],"factors":[79],"often":[80],"result":[81],"unchanged":[83],"objects":[84],"appearing":[85],"markedly":[86],"different":[87],"multi-temporal":[89],"images.":[90,117],"In":[91],"response":[92],"these":[94],"challenges,":[95],"MapChange":[97,138],"framework":[98,103,139],"has":[99,140],"been":[100,141],"developed.":[101],"This":[102],"introduces":[104],"novel":[106],"paradigm":[107],"that":[108],"synergizes":[109],"temporal-invariant":[110],"historical":[111],"map":[112],"data":[113],"with":[114],"contemporary":[115],"high-resolution":[116],"By":[118],"employing":[119],"combination,":[121],"variance":[124],"inherent":[125],"conventional":[127],"pair":[129],"comparisons":[130],"effectively":[132],"mitigated.":[133],"The":[134],"efficacy":[135],"empirically":[142],"validated":[143],"through":[144],"comprehensive":[145],"testing":[146],"public":[149],"datasets.":[150],"tests":[152],"demonstrated":[154],"framework's":[156],"marked":[157],"superiority":[158],"over":[159],"existing":[160],"state-of-the-art":[161],"methods.":[163]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
