{"id":"https://openalex.org/W3198880785","doi":"https://doi.org/10.3390/rs13163336","title":"Dual-Task Semantic Change Detection for Remote Sensing Images Using the Generative Change Field Module","display_name":"Dual-Task Semantic Change Detection for Remote Sensing Images Using the Generative Change Field Module","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3198880785","doi":"https://doi.org/10.3390/rs13163336","mag":"3198880785"},"language":"en","primary_location":{"id":"doi:10.3390/rs13163336","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163336","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3336/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/16/3336/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069346878","display_name":"Shao Xiang","orcid":"https://orcid.org/0000-0002-2797-1937"},"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":"Shao Xiang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742710","display_name":"Mi Wang","orcid":"https://orcid.org/0000-0003-2799-5987"},"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":true,"raw_author_name":"Mi Wang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065212534","display_name":"Xiaofan Jiang","orcid":"https://orcid.org/0000-0002-2152-8926"},"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":"Xiaofan Jiang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064860356","display_name":"Guangqi Xie","orcid":"https://orcid.org/0000-0002-0292-1626"},"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":"Guangqi Xie","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765063","display_name":"Zhiqi Zhang","orcid":"https://orcid.org/0000-0003-1914-9430"},"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":"Zhiqi Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031131124","display_name":"Peng Tang","orcid":"https://orcid.org/0000-0003-4099-6677"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peng Tang","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, 80333 Munchen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, 80333 Munchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100742710"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.5488,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.9520247,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"13","issue":"16","first_page":"3336","last_page":"3336"},"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":0.9926000237464905,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9815000295639038,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8660096526145935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8032585382461548},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4882621765136719},{"id":"https://openalex.org/keywords/semantic-change","display_name":"Semantic change","score":0.48030704259872437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4759133458137512},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4494462013244629},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4295104742050171},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42779749631881714},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36807072162628174},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.24102431535720825},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07593300938606262}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8660096526145935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8032585382461548},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4882621765136719},{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.48030704259872437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4759133458137512},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4494462013244629},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4295104742050171},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42779749631881714},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36807072162628174},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.24102431535720825},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07593300938606262},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13163336","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163336","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3336/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8987f11438c04360a5295f728a36be64","is_oa":true,"landing_page_url":"https://doaj.org/article/8987f11438c04360a5295f728a36be64","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 16, p 3336 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/16/3336/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13163336","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1727748","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1727748","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13163336","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163336","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3336/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G193207671","display_name":null,"funder_award_id":"91738302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7031659661","display_name":null,"funder_award_id":"91838303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8741587450","display_name":null,"funder_award_id":"61825103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3198880785.pdf","grobid_xml":"https://content.openalex.org/works/W3198880785.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1997534118","https://openalex.org/W2011068521","https://openalex.org/W2015619014","https://openalex.org/W2025371503","https://openalex.org/W2083615851","https://openalex.org/W2097326416","https://openalex.org/W2102150301","https://openalex.org/W2107922075","https://openalex.org/W2137397284","https://openalex.org/W2138055993","https://openalex.org/W2154451793","https://openalex.org/W2169518093","https://openalex.org/W2194775991","https://openalex.org/W2471141653","https://openalex.org/W2560023338","https://openalex.org/W2564140372","https://openalex.org/W2751562219","https://openalex.org/W2751993439","https://openalex.org/W2790898247","https://openalex.org/W2792827505","https://openalex.org/W2891248708","https://openalex.org/W2900048278","https://openalex.org/W2901941296","https://openalex.org/W2963351448","https://openalex.org/W2966542792","https://openalex.org/W2997043451","https://openalex.org/W3000451586","https://openalex.org/W3009942016","https://openalex.org/W3027225766","https://openalex.org/W3047443805","https://openalex.org/W3048064159","https://openalex.org/W3084438775","https://openalex.org/W3102127038","https://openalex.org/W3103695279","https://openalex.org/W3120467244","https://openalex.org/W3128055887","https://openalex.org/W4237284205"],"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/W2153381734","https://openalex.org/W2050072374","https://openalex.org/W2343427588","https://openalex.org/W3090836511","https://openalex.org/W2902422922"],"abstract_inverted_index":{"With":[0],"the":[1,28,31,42,59,85,108,118,124,131,135,138,149,161,177,186],"advent":[2],"of":[3,69,134,137,163],"very-high-resolution":[4],"remote":[5],"sensing":[6],"images,":[7],"semantic":[8,56,101],"change":[9,29,57,72,87,102,110,119],"detection":[10,103],"(SCD)":[11],"based":[12],"on":[13,54,176],"deep":[14,93],"learning":[15],"has":[16,74],"become":[17],"a":[18,37,92,99,143,170],"research":[19,51],"hotspot":[20],"in":[21,30,40,76,156],"recent":[22],"years.":[23],"SCD":[24],"aims":[25],"to":[26,89,114,147,159],"observe":[27],"Earth\u2019s":[32],"land":[33,45,48],"surface":[34],"and":[35,47,116,173,189],"plays":[36],"vital":[38],"role":[39],"monitoring":[41],"ecological":[43],"environment,":[44],"use":[46,84],"cover.":[49],"Existing":[50],"mainly":[52],"focus":[53],"single-task":[55],"detection;":[58],"problem":[60],"they":[61],"face":[62],"is":[63,122,127],"that":[64],"existing":[65],"methods":[66,83],"are":[67,154],"incapable":[68],"identifying":[70],"which":[71],"type":[73],"occurred":[75],"each":[77],"multi-temporal":[78],"image.":[79],"In":[80,130],"addition,":[81],"few":[82],"binary":[86],"region":[88],"help":[90],"train":[91],"SCD-based":[94],"network.":[95],"Hence,":[96],"we":[97,141],"propose":[98,142],"dual-task":[100],"network":[104,126],"(GCF-SCD-Net)":[105],"by":[106],"using":[107],"generative":[109],"field":[111],"(GCF)":[112],"module":[113],"locate":[115],"segment":[117],"region;":[120],"what":[121],"more,":[123],"proposed":[125],"end-to-end":[128],"trainable.":[129],"meantime,":[132],"because":[133],"influence":[136],"imbalance":[139],"label,":[140],"separable":[144],"loss":[145],"function":[146],"alleviate":[148],"over-fitting":[150],"problem.":[151],"Extensive":[152],"experiments":[153],"conducted":[155],"this":[157],"work":[158,168],"validate":[160],"performance":[162],"our":[164,167],"method.":[165],"Finally,":[166],"achieves":[169,185],"69.9%":[171],"mIoU":[172],"17.9":[174],"Sek":[175],"SECOND":[178],"dataset.":[179],"Compared":[180],"with":[181],"traditional":[182],"networks,":[183],"GCF-SCD-Net":[184],"best":[187],"results":[188],"promising":[190],"performances.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
