{"id":"https://openalex.org/W4321483963","doi":"https://doi.org/10.1109/tip.2023.3245324","title":"Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling","display_name":"Multimodal Remote Sensing Image Segmentation With Intuition-Inspired Hypergraph Modeling","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321483963","doi":"https://doi.org/10.1109/tip.2023.3245324","pmid":"https://pubmed.ncbi.nlm.nih.gov/37027684"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3245324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3245324","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5032046883","display_name":"Qibin He","orcid":"https://orcid.org/0000-0003-2158-559X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","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":true,"raw_author_name":"Qibin He","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005905514","display_name":"Xian Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","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":"Xian Sun","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002110023","display_name":"Wenhui Diao","orcid":"https://orcid.org/0000-0002-3931-3974"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]},{"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":false,"raw_author_name":"Wenhui Diao","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Key Laboratory of Network Information System Technology (NIST), Institute of Electronics, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Institute of Electronics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027079185","display_name":"Zhiyuan Yan","orcid":"https://orcid.org/0000-0002-7114-6758"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]},{"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":false,"raw_author_name":"Zhiyuan Yan","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Key Laboratory of Network Information System Technology (NIST), Institute of Electronics, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Institute of Electronics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210110458","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075545191","display_name":"Fanglong Yao","orcid":"https://orcid.org/0000-0003-4187-9755"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","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":"Fanglong Yao","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112365916","display_name":"Kun Fu","orcid":"https://orcid.org/0000-0002-0450-6469"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","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":"Kun Fu","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5032046883"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":8.8748,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.9856425,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"32","issue":null,"first_page":"1474","last_page":"1487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9991000294685364,"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":0.9983000159263611,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.6125444173812866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5704619884490967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5681039094924927},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5591565370559692},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.42455342411994934},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32626622915267944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22214186191558838},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12520194053649902}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.6125444173812866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5704619884490967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5681039094924927},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5591565370559692},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.42455342411994934},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32626622915267944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22214186191558838},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12520194053649902},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3245324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3245324","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:37027684","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37027684","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.47999998927116394},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G3172650774","display_name":null,"funder_award_id":"2021YFB3900504","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6556810188","display_name":null,"funder_award_id":"62171436","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7408801154","display_name":null,"funder_award_id":"61725105","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W396635518","https://openalex.org/W1522301498","https://openalex.org/W1665115054","https://openalex.org/W1903029394","https://openalex.org/W1914412596","https://openalex.org/W1969154445","https://openalex.org/W1975986380","https://openalex.org/W1989889610","https://openalex.org/W2003447360","https://openalex.org/W2015380729","https://openalex.org/W2030345873","https://openalex.org/W2041065774","https://openalex.org/W2068078373","https://openalex.org/W2128700566","https://openalex.org/W2145250341","https://openalex.org/W2152722155","https://openalex.org/W2170057991","https://openalex.org/W2194775991","https://openalex.org/W2221899823","https://openalex.org/W2230478823","https://openalex.org/W2412588858","https://openalex.org/W2412782625","https://openalex.org/W2480078828","https://openalex.org/W2500751094","https://openalex.org/W2512351403","https://openalex.org/W2560023338","https://openalex.org/W2566365295","https://openalex.org/W2615237590","https://openalex.org/W2752965000","https://openalex.org/W2764034829","https://openalex.org/W2782522152","https://openalex.org/W2787091153","https://openalex.org/W2790600914","https://openalex.org/W2884822772","https://openalex.org/W2892880750","https://openalex.org/W2963995737","https://openalex.org/W2981689412","https://openalex.org/W3016947168","https://openalex.org/W3035520037","https://openalex.org/W3106229813","https://openalex.org/W3118957360","https://openalex.org/W3124009283","https://openalex.org/W3159637683","https://openalex.org/W3166016280","https://openalex.org/W3173882198","https://openalex.org/W3202370946","https://openalex.org/W3214002750","https://openalex.org/W4212841652","https://openalex.org/W4214653736","https://openalex.org/W4226530543","https://openalex.org/W4232286724","https://openalex.org/W4288391486","https://openalex.org/W4296106334","https://openalex.org/W4297829860","https://openalex.org/W6631190155","https://openalex.org/W6684191040","https://openalex.org/W6754309021"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W3138003926","https://openalex.org/W4300037846","https://openalex.org/W1630514295","https://openalex.org/W1537073411","https://openalex.org/W2963081352","https://openalex.org/W2472555608","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3112772842"],"abstract_inverted_index":{"Multimodal":[0,31],"remote":[1],"sensing":[2],"(RS)":[3],"image":[4],"segmentation":[5,32,106],"aims":[6],"to":[7,13,17,102,143,147,160,177,191,194],"comprehensively":[8],"utilize":[9],"multiple":[10],"RS":[11,60,105,135,207],"modalities":[12],"assign":[14],"pixel-level":[15],"semantics":[16,89],"the":[18,35,51,64,77,81,108,116,154,180,184,211,215,223,230],"studied":[19],"scenes,":[20],"which":[21],"can":[22],"provide":[23],"a":[24,58,95,140,174],"new":[25],"perspective":[26],"for":[27,57,133],"global":[28],"city":[29],"understanding.":[30],"inevitably":[33],"encounters":[34],"challenge":[36],"of":[37,87,111,118,187],"modeling":[38,121],"intra-":[39],"and":[40,47,68,73,84,164,227],"inter-modal":[41],"relationships,":[42,123],"$i.e$":[43],".,":[44],"object":[45],"diversity":[46],"modal":[48],"gaps.":[49],"However,":[50],"previous":[52],"methods":[53],"are":[54],"usually":[55],"designed":[56],"single":[59],"modality,":[61],"limited":[62],"by":[63,100,115],"noisy":[65],"collection":[66],"environment":[67],"poor":[69],"discrimination":[70],"information.":[71],"Neuropsychology":[72],"neuroanatomy":[74],"confirm":[75],"that":[76,210],"human":[78],"brain":[79],"performs":[80],"guiding":[82,145],"perception":[83,146],"integrative":[85,192],"cognition":[86],"multimodal":[88,104,134,200,206],"through":[90],"intuitive":[91],"reasoning.":[92],"Therefore,":[93],"establishing":[94],"semantic":[96,162],"understanding":[97],"framework":[98],"inspired":[99],"intuition":[101],"realize":[103],"becomes":[107],"main":[109],"motivation":[110],"this":[112],"work.":[113],"Drived":[114],"superiority":[117],"hypergraphs":[119,159],"in":[120],"high-order":[122],"we":[124,138,171],"propose":[125],"an":[126],"intuition-inspired":[127],"hypergraph":[128,141,175,181],"network":[129],"(":[130],"$I^{2}HN$":[131,213],")":[132],"segmentation.":[136],"Specifically,":[137],"present":[139],"parser":[142],"imitate":[144],"learn":[148],"intra-modal":[149],"object-wise":[150],"relationships.":[151],"It":[152],"parses":[153],"input":[155],"modality":[156],"into":[157],"irregular":[158],"mine":[161],"clues":[163],"generate":[165],"robust":[166],"mono-modal":[167],"representations.":[168],"In":[169],"addition,":[170],"also":[172],"design":[173],"matcher":[176],"dynamically":[178],"update":[179],"structure":[182],"from":[183],"explicit":[185],"correspondence":[186],"visual":[188],"concepts,":[189],"similar":[190],"cognition,":[193],"improve":[195],"cross-modal":[196],"compatibility":[197],"when":[198],"fusing":[199],"features.":[201],"Extensive":[202],"experiments":[203],"on":[204,222,229],"two":[205],"datasets":[208],"show":[209],"proposed":[212],"outperforms":[214],"state-of-the-art":[216],"models,":[217],"achieving":[218],"F1/mIoU":[219],"accuracy":[220],"91.4%/82.9%":[221],"ISPRS":[224],"Vaihingen":[225],"dataset,":[226],"92.1%/84.2%":[228],"MSAW":[231],"dataset.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":13}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}