{"id":"https://openalex.org/W4407390664","doi":"https://doi.org/10.1109/jstars.2025.3540789","title":"Semantic Co-Occurrence and Relationship Modeling for Remote Sensing Image Segmentation","display_name":"Semantic Co-Occurrence and Relationship Modeling for Remote Sensing Image Segmentation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407390664","doi":"https://doi.org/10.1109/jstars.2025.3540789"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3540789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3540789","pdf_url":null,"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://doi.org/10.1109/jstars.2025.3540789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yinxing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinxing Zhang","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030995090","display_name":"Haochen Song","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haochen Song","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039540933","display_name":"Qingwang Wang","orcid":"https://orcid.org/0000-0001-5820-5357"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingwang Wang","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-5820-5357","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108823139","display_name":"Pengcheng Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Jin","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0009-0003-8819-5059","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003333516","display_name":"Tao Shen","orcid":"https://orcid.org/0000-0003-1273-7950"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Shen","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-1273-7950","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.4624,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86203552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"6630","last_page":"6640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9484000205993652,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7147083282470703},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6268835663795471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5247305035591125},{"id":"https://openalex.org/keywords/co-occurrence","display_name":"Co-occurrence","score":0.5117664337158203},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4814950227737427},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39554888010025024},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38065552711486816},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36783671379089355},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19820541143417358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7147083282470703},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6268835663795471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5247305035591125},{"id":"https://openalex.org/C154290570","wikidata":"https://www.wikidata.org/wiki/Q1756768","display_name":"Co-occurrence","level":2,"score":0.5117664337158203},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4814950227737427},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39554888010025024},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38065552711486816},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36783671379089355},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19820541143417358}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3540789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3540789","pdf_url":null,"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:d8841b44b5af40c897bc1ea179018aa8","is_oa":true,"landing_page_url":"https://doaj.org/article/d8841b44b5af40c897bc1ea179018aa8","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 18, Pp 6630-6640 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3540789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3540789","pdf_url":null,"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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G2555961084","display_name":null,"funder_award_id":"202302AG050009","funder_id":"https://openalex.org/F4320336602","funder_display_name":"Major Science and Technology Projects in Yunnan Province"}],"funders":[{"id":"https://openalex.org/F4320336602","display_name":"Major Science and Technology Projects in Yunnan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2626107033","https://openalex.org/W2774839435","https://openalex.org/W2799215407","https://openalex.org/W2799785415","https://openalex.org/W2911286998","https://openalex.org/W2965745049","https://openalex.org/W3007268491","https://openalex.org/W3015788359","https://openalex.org/W3110908156","https://openalex.org/W3138516171","https://openalex.org/W3157079672","https://openalex.org/W3194110709","https://openalex.org/W3206577156","https://openalex.org/W4226485547","https://openalex.org/W4312349930","https://openalex.org/W4318206258","https://openalex.org/W4323022345","https://openalex.org/W4367663172","https://openalex.org/W4386071535","https://openalex.org/W4386076267","https://openalex.org/W4386179772","https://openalex.org/W4386766902","https://openalex.org/W4387415351","https://openalex.org/W4391021462","https://openalex.org/W4400351828","https://openalex.org/W4400381853","https://openalex.org/W4400881081","https://openalex.org/W4401415581","https://openalex.org/W4401692204","https://openalex.org/W4401747775","https://openalex.org/W4402187224","https://openalex.org/W4402260846","https://openalex.org/W4404125570","https://openalex.org/W4404563535","https://openalex.org/W6739696289","https://openalex.org/W6745537798","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W4379231730","https://openalex.org/W1987967678","https://openalex.org/W4389858081","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W1983126463","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Semantic":[0,83],"segmentation":[1,16,34,75,129,138],"is":[2,17,35],"an":[3,72,110],"important":[4],"but":[5],"challenging":[6],"task":[7],"in":[8,169],"pixel-level":[9],"remote":[10],"sensing":[11],"(RS)":[12],"data":[13],"analysis.":[14],"Accurate":[15],"essential":[18],"for":[19],"applications":[20],"such":[21],"as":[22],"land":[23],"use":[24],"classification,":[25],"infrastructure":[26],"monitoring,":[27],"and":[28,44,56,59,85,109,127,151,153,157,171,176],"environmental":[29],"conservation.":[30],"However,":[31],"RS":[32,146],"semantic":[33,60,74],"hindered":[36],"by":[37],"issues":[38],"like":[39],"class":[40,103],"imbalance,":[41],"occlusion,":[42],"blurring,":[43],"small":[45],"target":[46],"sizes.":[47],"Existing":[48],"models":[49,116,165],"are":[50],"lacking":[51],"the":[52,106],"capability":[53],"to":[54,136],"capture":[55],"utilize":[57],"contextual":[58,134],"relationships":[61,135],"between":[62,119],"different":[63],"object":[64],"classes.":[65,120],"To":[66],"overcome":[67],"these":[68],"challenges,":[69],"we":[70],"propose":[71],"enhanced":[73,164],"framework":[76],"that":[77,100,115,162],"integrates":[78],"domain-specific":[79],"knowledge":[80],"through":[81],"our":[82,131,142,163],"Co-occurrence":[84,97],"Relationship":[86,113],"Module":[87,99,114],"(SCRM).":[88],"The":[89],"SCRM":[90,123],"comprises":[91],"two":[92,148,154],"key":[93],"components:":[94],"a":[95],"Probabilistic":[96],"Knowledge":[98],"incorporates":[101],"statistical":[102],"correlations":[104],"into":[105,124],"training":[107],"process,":[108],"Inter-Class":[111],"Feature":[112],"feature-level":[117],"interactions":[118],"By":[121],"embedding":[122],"both":[125],"classic":[126],"state-of-the-art":[128],"models,":[130],"method":[132,143],"leverages":[133],"improve":[137],"performance.":[139],"We":[140],"evaluate":[141],"on":[144],"four":[145],"datasets:":[147],"RGB-T":[149],"(KUST4K":[150],"MFNet)":[152],"RGB":[155],"(aeroscapes":[156],"DLRSD).":[158],"Experimental":[159],"results":[160],"demonstrate":[161],"achieve":[166],"significant":[167],"improvements":[168],"mAcc":[170],"mIoU":[172],"across":[173],"all":[174],"datasets":[175],"baseline":[177],"methods.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
