{"id":"https://openalex.org/W4412446121","doi":"https://doi.org/10.1109/tgrs.2025.3588854","title":"Remote Sensing Semantic Segmentation Quality Assessment Based on Vision Language Model","display_name":"Remote Sensing Semantic Segmentation Quality Assessment Based on Vision Language Model","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412446121","doi":"https://doi.org/10.1109/tgrs.2025.3588854"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3588854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3588854","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5079914459","display_name":"Huiying Shi","orcid":null},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiying Shi","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0000-4208-0481","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065611730","display_name":"Zhihong Tan","orcid":null},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Tan","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058484299","display_name":"Zhihan Zhang","orcid":"https://orcid.org/0000-0002-1758-3914"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihan Zhang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068157482","display_name":"Hongchen Wei","orcid":"https://orcid.org/0000-0002-2273-1432"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongchen Wei","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086836003","display_name":"Yaosi Hu","orcid":"https://orcid.org/0000-0003-2784-6738"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yaosi Hu","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074277827","display_name":"Yingxue Zhang","orcid":"https://orcid.org/0000-0002-0947-1875"},"institutions":[{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxue Zhang","raw_affiliation_strings":["College of Artificial Intelligence, Tianjin University of Science and Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Tianjin University of Science and Technology, Tianjin, China","institution_ids":["https://openalex.org/I132369690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006748765","display_name":"Zhenzhong Chen","orcid":"https://orcid.org/0000-0002-7882-1066"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhong Chen","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-7882-1066","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.9201,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97354376,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.8980000019073486,"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"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.8980000019073486,"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":0.7524880170822144},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5855082869529724},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5618830323219299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5095353722572327},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5072140693664551},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4872516691684723},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42497146129608154},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.41945821046829224},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3659104108810425},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1514892280101776},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.0958271324634552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524880170822144},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5855082869529724},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5618830323219299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5095353722572327},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5072140693664551},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4872516691684723},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42497146129608154},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.41945821046829224},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3659104108810425},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1514892280101776},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.0958271324634552},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability 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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3588854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3588854","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G879442631","display_name":null,"funder_award_id":"62036005","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1779422354","https://openalex.org/W1901129140","https://openalex.org/W1967769689","https://openalex.org/W1982471090","https://openalex.org/W1995280601","https://openalex.org/W2129826572","https://openalex.org/W2153409933","https://openalex.org/W2162692770","https://openalex.org/W2245962239","https://openalex.org/W2331300059","https://openalex.org/W2412782625","https://openalex.org/W2480078828","https://openalex.org/W2560023338","https://openalex.org/W2648242067","https://openalex.org/W2914198047","https://openalex.org/W3010616503","https://openalex.org/W3013368467","https://openalex.org/W3014999631","https://openalex.org/W3018169007","https://openalex.org/W3028752951","https://openalex.org/W3035719652","https://openalex.org/W3095691842","https://openalex.org/W3100816363","https://openalex.org/W3108467103","https://openalex.org/W3109998321","https://openalex.org/W3126418508","https://openalex.org/W3161825146","https://openalex.org/W3175205795","https://openalex.org/W3190334976","https://openalex.org/W3194470774","https://openalex.org/W3200075728","https://openalex.org/W4214532801","https://openalex.org/W4214893857","https://openalex.org/W4224267514","https://openalex.org/W4226359564","https://openalex.org/W4283450732","https://openalex.org/W4288391486","https://openalex.org/W4309367935","https://openalex.org/W4312310512","https://openalex.org/W4312678820","https://openalex.org/W4313461217","https://openalex.org/W4313525856","https://openalex.org/W4317761506","https://openalex.org/W4366377626","https://openalex.org/W4367721790","https://openalex.org/W4382450052","https://openalex.org/W4382462760","https://openalex.org/W4390872394","https://openalex.org/W4390874379","https://openalex.org/W4390874514","https://openalex.org/W4393078930","https://openalex.org/W4393159564","https://openalex.org/W4394744750","https://openalex.org/W4394938913","https://openalex.org/W4394966885","https://openalex.org/W4396982199","https://openalex.org/W4399039320","https://openalex.org/W4401515712","https://openalex.org/W4402667899","https://openalex.org/W4402776460","https://openalex.org/W4403826941","https://openalex.org/W4406611003","https://openalex.org/W4407762751","https://openalex.org/W4411446412","https://openalex.org/W6763251565","https://openalex.org/W6799579066","https://openalex.org/W6853180373","https://openalex.org/W6869262221","https://openalex.org/W6883492318"],"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":{"Variations":[0],"in":[1,193],"scene":[2],"complexity":[3],"and":[4,86,167,191],"image":[5],"quality":[6,23,28,58,109,150,188],"across":[7,209],"remote":[8,54,122,201],"sensing":[9,55,123,202],"images":[10,69,124],"lead":[11],"to":[12,39,93],"inconsistent":[13],"performance":[14],"when":[15],"applying":[16],"pre-trained":[17,117,198],"semantic":[18,56,84,148,164,203],"segmentation":[19,57,91,140,149,165,170,176,204],"models.":[20,211],"To":[21,46,142],"ensure":[22],"control":[24],"for":[25,68,83,200],"downstream":[26],"tasks,":[27],"assessment":[29,59,189],"on":[30,62,120,179],"interpretation":[31],"results":[32],"becomes":[33],"a":[34,53,75,80,104,115,155],"challenging":[35],"task,":[36],"primarily":[37],"due":[38],"the":[40,63,144,180,195],"limited":[41],"availability":[42],"of":[43,139,146],"reference":[44],"annotations.":[45],"address":[47],"this":[48],"issue,":[49],"we":[50,112,152],"propose":[51],"RS-SQA,":[52],"model":[60,66],"based":[61],"vision":[64],"language":[65],"(VLM)":[67],"without":[70],"ground":[71],"truth.":[72],"RS-SQA":[73,185],"uses":[74],"dual-branch":[76],"architecture":[77],"that":[78,131,184],"leverages":[79],"RS":[81,147,163],"VLM":[82,118],"understanding":[85],"utilizes":[87],"intermediate":[88],"features":[89],"from":[90,160,173],"methods":[92],"extract":[94],"implicit":[95],"information.":[96],"We":[97],"fuse":[98],"these":[99],"two":[100],"feature":[101],"streams":[102],"via":[103],"semantic-guided":[105],"module,":[106],"yielding":[107],"accurate":[108],"predictions.":[110],"Specifically,":[111],"introduce":[113],"CLIP-RS,":[114],"large-scale":[116],"trained":[119],"10M":[121],"with":[125,169],"purified":[126],"captions.":[127],"Feature":[128],"visualizations":[129],"confirm":[130],"CLIP-RS":[132],"can":[133],"effectively":[134],"differentiate":[135],"between":[136],"various":[137],"levels":[138],"quality.":[141],"facilitate":[143],"development":[145],"assessment,":[151],"present":[153],"RS-SQED,":[154],"new":[156],"dedicated":[157],"dataset":[158,182],"sampled":[159],"4":[161],"major":[162],"datasets":[166],"annotated":[168],"accuracy":[171],"scores":[172],"8":[174],"representative":[175],"methods.":[177],"Experiments":[178],"established":[181],"demonstrate":[183],"outperforms":[186],"state-of-the-art":[187],"models":[190,199],"aids":[192],"selecting":[194],"most":[196],"suitable":[197],"by":[205],"comparing":[206],"predicted":[207],"accuracies":[208],"different":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}