{"id":"https://openalex.org/W4308720495","doi":"https://doi.org/10.3390/rs14215399","title":"DSANet: A Deep Supervision-Based Simple Attention Network for Efficient Semantic Segmentation in Remote Sensing Imagery","display_name":"DSANet: A Deep Supervision-Based Simple Attention Network for Efficient Semantic Segmentation in Remote Sensing Imagery","publication_year":2022,"publication_date":"2022-10-27","ids":{"openalex":"https://openalex.org/W4308720495","doi":"https://doi.org/10.3390/rs14215399"},"language":"en","primary_location":{"id":"doi:10.3390/rs14215399","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14215399","pdf_url":"https://www.mdpi.com/2072-4292/14/21/5399/pdf?version=1667389056","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/2072-4292/14/21/5399/pdf?version=1667389056","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047760585","display_name":"Wenxu Shi","orcid":"https://orcid.org/0000-0001-6229-7995"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxu Shi","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046972821","display_name":"Qingyan Meng","orcid":"https://orcid.org/0000-0002-5440-4081"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyan Meng","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437369","display_name":"Linlin Zhang","orcid":"https://orcid.org/0000-0001-5073-1694"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Zhang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Earth Observation of Hainan Province, Hainan Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, Sanya 572029, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027870273","display_name":"Maofan Zhao","orcid":"https://orcid.org/0000-0001-6094-9128"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maofan Zhao","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101932532","display_name":"Chen Su","orcid":"https://orcid.org/0000-0002-7592-772X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Su","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081809992","display_name":"Tam\u00e1s Jancs\u00f3","orcid":"https://orcid.org/0000-0003-4954-7202"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s Jancs\u00f3","raw_affiliation_strings":["Alba Regia Technical Faculty, Obuda University, Budai ut 45, 8001 Szekesfehervar, Hungary"],"affiliations":[{"raw_affiliation_string":"Alba Regia Technical Faculty, Obuda University, Budai ut 45, 8001 Szekesfehervar, Hungary","institution_ids":["https://openalex.org/I103356709"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046972821"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210165038"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5978,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89160153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"21","first_page":"5399","last_page":"5399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7889424562454224},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.573448896408081},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5160807967185974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4656532406806946},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.44731104373931885},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.42229127883911133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36011186242103577},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08204200863838196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889424562454224},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.573448896408081},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5160807967185974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4656532406806946},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.44731104373931885},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.42229127883911133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36011186242103577},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08204200863838196},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14215399","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14215399","pdf_url":"https://www.mdpi.com/2072-4292/14/21/5399/pdf?version=1667389056","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:ce763e4f87254a9db46109d42d70f540","is_oa":true,"landing_page_url":"https://doaj.org/article/ce763e4f87254a9db46109d42d70f540","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 21, p 5399 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/21/5399/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14215399","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; Volume 14; Issue 21; Pages: 5399","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14215399","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14215399","pdf_url":"https://www.mdpi.com/2072-4292/14/21/5399/pdf?version=1667389056","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":[{"score":0.699999988079071,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308720495.pdf","grobid_xml":"https://content.openalex.org/works/W4308720495.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1578712794","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1972023946","https://openalex.org/W2011572981","https://openalex.org/W2083630421","https://openalex.org/W2163605009","https://openalex.org/W2165069217","https://openalex.org/W2168894214","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2538244214","https://openalex.org/W2560023338","https://openalex.org/W2735039185","https://openalex.org/W2752782242","https://openalex.org/W2762439315","https://openalex.org/W2771766796","https://openalex.org/W2774320778","https://openalex.org/W2793116851","https://openalex.org/W2809446072","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2886934227","https://openalex.org/W2888738931","https://openalex.org/W2900120976","https://openalex.org/W2927122915","https://openalex.org/W2955058313","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963890956","https://openalex.org/W2964309882","https://openalex.org/W2965380104","https://openalex.org/W2971198903","https://openalex.org/W2982083293","https://openalex.org/W2985269212","https://openalex.org/W2999972254","https://openalex.org/W3105636206","https://openalex.org/W3109301572","https://openalex.org/W3110440461","https://openalex.org/W3112503277","https://openalex.org/W3131500599","https://openalex.org/W3135352607","https://openalex.org/W3138516171","https://openalex.org/W3160596558","https://openalex.org/W3164563478","https://openalex.org/W3169865585","https://openalex.org/W3194085935","https://openalex.org/W3196904463","https://openalex.org/W3200075728","https://openalex.org/W3206043367","https://openalex.org/W3213695639","https://openalex.org/W4285273674","https://openalex.org/W4302275239","https://openalex.org/W6739901393","https://openalex.org/W6839778535"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W4379231730","https://openalex.org/W1987967678","https://openalex.org/W3147584709","https://openalex.org/W4389858081","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W2085738998"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1],"for":[2,39],"remote":[3,29],"sensing":[4,30],"images":[5,213,221],"(RSIs)":[6],"plays":[7],"an":[8,92,223],"important":[9],"role":[10],"in":[11,28],"many":[12],"applications,":[13],"such":[14],"as":[15,119],"urban":[16],"planning,":[17],"environmental":[18],"protection,":[19],"agricultural":[20],"valuation,":[21],"and":[22,65,87,102,132,144,170,196,214],"military":[23],"reconnaissance.":[24],"With":[25],"the":[26,48,78,81,111,120,140,174,178,191,200],"boom":[27],"technology,":[31],"numerous":[32],"RSIs":[33],"are":[34,47],"generated;":[35],"this":[36,52],"is":[37,117],"difficult":[38],"current":[40],"complex":[41],"networks":[42,46,61],"to":[43,50,69,84,106],"handle.":[44],"Efficient":[45],"key":[49],"solving":[51],"challenge.":[53],"Many":[54],"previous":[55],"works":[56],"aimed":[57],"at":[58],"designing":[59],"lightweight":[60,115],"or":[62],"utilizing":[63],"pruning":[64],"knowledge":[66],"distillation":[67],"methods":[68,75],"obtain":[70],"efficient":[71],"networks,":[72],"but":[73],"these":[74,108],"inevitably":[76],"reduce":[77],"ability":[79],"of":[80,177,206],"resulting":[82],"models":[83],"characterize":[85],"spatial":[86,101,129],"semantic":[88,103,134],"features.":[89],"We":[90],"propose":[91],"effective":[93],"deep":[94,123],"supervision-based":[95],"simple":[96,147],"attention":[97,149],"network":[98],"(DSANet)":[99],"with":[100,126,152,204],"enhancement":[104,135],"losses":[105,137],"handle":[107],"problems.":[109],"In":[110],"network,":[112],"(1)":[113],"a":[114,146],"architecture":[116],"used":[118],"backbone;":[121],"(2)":[122],"supervision":[124],"modules":[125],"improved":[127],"multiscale":[128],"detail":[130],"(MSD)":[131],"hierarchical":[133],"(HSE)":[136],"synergistically":[138],"strengthen":[139],"obtained":[141],"feature":[142],"representations;":[143],"(3)":[145],"embedding":[148],"module":[150],"(EAM)":[151],"linear":[153],"complexity":[154],"performs":[155],"long-range":[156],"relationship":[157],"modeling.":[158],"Experiments":[159],"conducted":[160],"on":[161,190,199,209,217],"two":[162],"public":[163],"RSI":[164],"datasets":[165],"(the":[166],"ISPRS":[167,192],"Potsdam":[168,193],"dataset":[169],"Vaihingen":[171,201],"dataset)":[172],"exhibit":[173],"substantial":[175],"advantages":[176],"proposed":[179],"approach.":[180],"Our":[181],"method":[182],"achieves":[183],"79.19%":[184],"mean":[185],"intersection":[186],"over":[187],"union":[188],"(mIoU)":[189],"test":[194,202],"set":[195,203],"72.26%":[197],"mIoU":[198],"speeds":[205],"470.07":[207],"FPS":[208,216],"512":[210,212],"\u00d7":[211,219],"5.46":[215],"6000":[218,220],"using":[222],"RTX":[224],"3090":[225],"GPU.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
