{"id":"https://openalex.org/W3199008397","doi":"https://doi.org/10.1109/jstars.2021.3113327","title":"A Segmentation Map Difference-Based Domain Adaptive Change Detection Method","display_name":"A Segmentation Map Difference-Based Domain Adaptive Change Detection Method","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199008397","doi":"https://doi.org/10.1109/jstars.2021.3113327","mag":"3199008397"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2021.3113327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3113327","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09541082.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09541082.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076693703","display_name":"Huakang Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huakang Tang","raw_affiliation_strings":["College of Electrical Engineering, Guizhou University, 71206 Guiyang, Guizhou Provence, China, (e-mail: 18311744452@163.com)","School of Electrical Engineering at Guizhou University, Guizhou University, Guiyang, China"],"raw_orcid":"https://orcid.org/0000-0002-5796-4025","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Guizhou University, 71206 Guiyang, Guizhou Provence, China, (e-mail: 18311744452@163.com)","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Electrical Engineering at Guizhou University, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087796119","display_name":"Honglei Wang","orcid":"https://orcid.org/0000-0002-8261-748X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglei Wang","raw_affiliation_strings":["School of Electrical Engineering, Guizhou University, 71206 Guiyang, Guizhou, China, (e-mail: gzdxhlwang@163.com)","School of Electrical Engineering, Guizhou University, Guiyang, China"],"raw_orcid":"https://orcid.org/0000-0002-8261-748X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Guizhou University, 71206 Guiyang, Guizhou, China, (e-mail: gzdxhlwang@163.com)","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Electrical Engineering, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363146","display_name":"Xiao\u2013Ping Zhang","orcid":"https://orcid.org/0000-0001-5241-0069"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210156872","display_name":"Guizhou Institute of Technology","ror":"https://ror.org/05x510r30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Zhang","raw_affiliation_strings":["Guizhou Science and Technology Department, Guiyang, Guizhou, China, Guizhou Province Department of Science and Technology, 371862 Guiyang, Guizhou, China, (e-mail: 2215093175@qq.com)","Science and Technology Department of Guizhou Province, Yunyan District, Guiyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guizhou Science and Technology Department, Guiyang, Guizhou, China, Guizhou Province Department of Science and Technology, 371862 Guiyang, Guizhou, China, (e-mail: 2215093175@qq.com)","institution_ids":["https://openalex.org/I4210156872","https://openalex.org/I178232147"]},{"raw_affiliation_string":"Science and Technology Department of Guizhou Province, Yunyan District, Guiyang, China","institution_ids":["https://openalex.org/I4210156872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076693703"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.6322,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72630142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"14","issue":null,"first_page":"9571","last_page":"9583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.989799976348877,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9477999806404114,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7038145065307617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6405308842658997},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5477043390274048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.544894814491272},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5401856303215027},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5244156122207642},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4265413284301758},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4238567054271698},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2106233835220337}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7038145065307617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6405308842658997},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5477043390274048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.544894814491272},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5401856303215027},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5244156122207642},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4265413284301758},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4238567054271698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2106233835220337},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2021.3113327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3113327","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09541082.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fe9cf6851e4c4d8ba13e5123d4370995","is_oa":true,"landing_page_url":"https://doaj.org/article/fe9cf6851e4c4d8ba13e5123d4370995","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 9571-9583 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2021.3113327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2021.3113327","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09541082.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199008397.pdf","grobid_xml":"https://content.openalex.org/works/W3199008397.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1505602352","https://openalex.org/W1576462183","https://openalex.org/W1979061792","https://openalex.org/W1994634851","https://openalex.org/W2006904655","https://openalex.org/W2023528863","https://openalex.org/W2027442956","https://openalex.org/W2043331342","https://openalex.org/W2049151613","https://openalex.org/W2057670944","https://openalex.org/W2081984303","https://openalex.org/W2083822273","https://openalex.org/W2085289201","https://openalex.org/W2087120756","https://openalex.org/W2091158010","https://openalex.org/W2096943734","https://openalex.org/W2117951582","https://openalex.org/W2126176832","https://openalex.org/W2127403029","https://openalex.org/W2144552105","https://openalex.org/W2154451793","https://openalex.org/W2157026765","https://openalex.org/W2161001197","https://openalex.org/W2167354555","https://openalex.org/W2184638288","https://openalex.org/W2295991281","https://openalex.org/W2399906306","https://openalex.org/W2412094331","https://openalex.org/W2500751094","https://openalex.org/W2515979703","https://openalex.org/W2528975388","https://openalex.org/W2531619007","https://openalex.org/W2576279264","https://openalex.org/W2577832105","https://openalex.org/W2596025968","https://openalex.org/W2741377155","https://openalex.org/W2746791238","https://openalex.org/W2751993439","https://openalex.org/W2752782242","https://openalex.org/W2789944120","https://openalex.org/W2792827505","https://openalex.org/W2793888044","https://openalex.org/W2807536200","https://openalex.org/W2866634454","https://openalex.org/W2884721812","https://openalex.org/W2891248708","https://openalex.org/W2900587135","https://openalex.org/W2906302663","https://openalex.org/W2913323966","https://openalex.org/W2922509574","https://openalex.org/W2936503027","https://openalex.org/W2951991161","https://openalex.org/W2955058313","https://openalex.org/W2963420686","https://openalex.org/W2963881378","https://openalex.org/W2964115968","https://openalex.org/W2966888491","https://openalex.org/W2968634921","https://openalex.org/W2992062578","https://openalex.org/W3033003249","https://openalex.org/W3040304705","https://openalex.org/W3048064159","https://openalex.org/W3081605985","https://openalex.org/W3085410595","https://openalex.org/W3102127038","https://openalex.org/W3122507398","https://openalex.org/W3130494073","https://openalex.org/W3144030986","https://openalex.org/W4289744446","https://openalex.org/W6696901769","https://openalex.org/W6732398393","https://openalex.org/W6753737009","https://openalex.org/W6754663522"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W1631910785","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2110230079","https://openalex.org/W2117933325","https://openalex.org/W2117664411","https://openalex.org/W1507266234","https://openalex.org/W1721780360"],"abstract_inverted_index":{"Deep":[0],"Neural":[1],"Network":[2],"(DNN)":[3],"has":[4,206],"been":[5],"widely":[6],"used":[7,147,180],"in":[8,14,42,219],"remote":[9,43,120],"sensing":[10,44,121],"image":[11,45,122],"change":[12,46,55,101,139],"detectionCD":[13],"recent":[15],"years.":[16],"Due":[17],"to":[18,73,91,148,159,181],"the":[19,34,49,54,96,100,105,108,116,128,132,138,150,161,170,184,214,217,223],"scarcity":[20],"of":[21,27,36,51,53,119,130,134,216,222],"training":[22],"data,":[23],"a":[24,79],"large":[25],"number":[26],"labeled":[28],"data":[29,57,60],"onto":[30],"other":[31,59],"fields":[32],"become":[33],"source":[35],"deep":[37],"neural":[38],"network":[39,118,125],"concept":[40],"learning":[41,131],"detection.":[47],"However,":[48],"distribution":[50],"features":[52],"detection":[56,102,140],"and":[58,99,176,210],"varies":[61],"greatly,":[62],"which":[63,94,154],"prevents":[64],"DNN":[65],"from":[66],"being":[67],"better":[68],"applied":[69,114],"for":[70,124],"one":[71],"task":[72],"another.":[74],"To":[75],"solve":[76],"this":[77,92,188,204],"problem,":[78],"domain":[80,109,208],"adaptive":[81,110],"CD":[82,224],"method":[83,205],"based":[84],"on":[85,194],"segmentation":[86,123,144],"map":[87,167],"difference":[88,218],"is":[89,113,174,179],"proposed":[90],"paper,":[93,189],"includes":[95],"pre-training":[97,106],"stage":[98],"stage.":[103],"In":[104,137,187],"stage,":[107,141],"UNet":[111],"(Ada-UNet)":[112],"as":[115],"basic":[117],"training,":[126],"with":[127,196],"purpose":[129],"concepts":[133],"different":[135,197],"features.":[136],"strict":[142],"threshold":[143],"results":[145,201],"are":[146,191],"train":[149],"channel":[151],"attention":[152,172],"network,":[153],"makes":[155],"it":[156,178],"more":[157],"efficient":[158],"utilize":[160],"high-dimensional":[162],"feature":[163,198,220],"map.":[164],"The":[165,200],"probabilistic":[166],"generated":[168],"by":[169],"three-channel":[171],"networks":[173],"evaluated,":[175],"then":[177],"accurately":[182],"classify":[183],"changing":[185],"pixels.":[186],"experiments":[190],"carried":[192],"out":[193],"datasets":[195],"distributions.":[199],"show":[202],"that":[203],"strong":[207],"adaptability":[209],"can":[211],"greatly":[212],"reduce":[213],"influence":[215],"distributions":[221],"results.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
