{"id":"https://openalex.org/W4408564691","doi":"https://doi.org/10.1109/jstars.2025.3552587","title":"Joint Spectral Information and Spatial Details for Road Extraction From Optical Remote-Sensing Images","display_name":"Joint Spectral Information and Spatial Details for Road Extraction From Optical Remote-Sensing Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408564691","doi":"https://doi.org/10.1109/jstars.2025.3552587"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3552587","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3552587","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.2025.3552587","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103238831","display_name":"Yuzhun Lin","orcid":"https://orcid.org/0000-0002-9560-1620"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuzhun Lin","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9560-1620","affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080018088","display_name":"Jie Rui","orcid":null},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Rui","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103254113","display_name":"Fei Jin","orcid":"https://orcid.org/0009-0000-4102-922X"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Jin","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-4102-922X","affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000974487","display_name":"Shuxiang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuxiang Wang","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0009-0004-1806-3402","affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027117106","display_name":"Xibing Zuo","orcid":"https://orcid.org/0000-0002-8120-8692"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xibing Zuo","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8120-8692","affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051891789","display_name":"Xiao Liu","orcid":"https://orcid.org/0000-0001-8626-3191"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Liu","raw_affiliation_strings":["Information Engineering University, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8626-3191","affiliations":[{"raw_affiliation_string":"Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103238831"],"corresponding_institution_ids":["https://openalex.org/I169689159"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.9617,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83571848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"9723","last_page":"9737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9966999888420105,"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":0.9966999888420105,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9671000242233276,"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":0.9668999910354614,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6965674161911011},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6575412154197693},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6149184703826904},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4803253710269928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47825849056243896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47191503643989563},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4541957676410675},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44557949900627136},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.162785142660141},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10185858607292175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965674161911011},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6575412154197693},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6149184703826904},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4803253710269928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47825849056243896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47191503643989563},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4541957676410675},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44557949900627136},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.162785142660141},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10185858607292175},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3552587","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3552587","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:412a04829d3641ef9a3fe0877d8d9628","is_oa":true,"landing_page_url":"https://doaj.org/article/412a04829d3641ef9a3fe0877d8d9628","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 9723-9737 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3552587","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3552587","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":[{"id":"https://metadata.un.org/sdg/11","score":0.4099999964237213,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4646992376","display_name":null,"funder_award_id":"42201443","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2020436006","https://openalex.org/W2053295068","https://openalex.org/W2093680168","https://openalex.org/W2101946599","https://openalex.org/W2119082135","https://openalex.org/W2138317821","https://openalex.org/W2171627515","https://openalex.org/W2194775991","https://openalex.org/W2484161688","https://openalex.org/W2752782242","https://openalex.org/W2774839435","https://openalex.org/W2804199516","https://openalex.org/W2811199523","https://openalex.org/W2884585870","https://openalex.org/W2893801697","https://openalex.org/W2928165649","https://openalex.org/W2943295486","https://openalex.org/W2947400201","https://openalex.org/W2963270775","https://openalex.org/W2963881378","https://openalex.org/W2975194617","https://openalex.org/W2988288682","https://openalex.org/W3024167159","https://openalex.org/W3025400702","https://openalex.org/W3025884272","https://openalex.org/W3033020497","https://openalex.org/W3042587578","https://openalex.org/W3091001089","https://openalex.org/W3109998321","https://openalex.org/W3121754326","https://openalex.org/W3134927667","https://openalex.org/W3150573203","https://openalex.org/W3152984827","https://openalex.org/W3183280063","https://openalex.org/W3203699578","https://openalex.org/W3204129738","https://openalex.org/W3214248441","https://openalex.org/W4200556575","https://openalex.org/W4226530543","https://openalex.org/W4283450732","https://openalex.org/W4285007528","https://openalex.org/W4297478639","https://openalex.org/W4312272867","https://openalex.org/W4378697132","https://openalex.org/W4382138813","https://openalex.org/W4385748513","https://openalex.org/W4390284956","https://openalex.org/W4392543906","https://openalex.org/W4394811128","https://openalex.org/W4394842426","https://openalex.org/W4398788587","https://openalex.org/W6618372016","https://openalex.org/W6631190155","https://openalex.org/W6798274885","https://openalex.org/W6838685781","https://openalex.org/W6842806116","https://openalex.org/W7020680850"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2121524756","https://openalex.org/W2888483922","https://openalex.org/W782553550","https://openalex.org/W4396737233","https://openalex.org/W1987967678","https://openalex.org/W2367747139","https://openalex.org/W2633218168","https://openalex.org/W4235897794"],"abstract_inverted_index":{"Currently,":[0],"satellite":[1],"remote-sensing":[2],"image":[3,73,96,103],"acquisition":[4],"systems":[5],"typically":[6],"include":[7],"two":[8],"forms":[9],"of":[10,16,68,93,100,133,163,183],"panchromatic":[11,70,102],"and":[12,23,50,71,97,112,117,144,150,170,204],"multispectral":[13,72,95],"images,":[14],"both":[15],"which":[17],"have":[18],"complementary":[19],"advantages":[20],"in":[21,34,181,193,197],"spatial":[22,51,98],"channel":[24],"dimensions.":[25],"However,":[26],"translating":[27],"advantageous":[28],"information":[29,49,92,139],"into":[30,119],"a":[31,38,44,54,174],"deciphering":[32],"function":[33],"road-extraction":[35,45,199],"tasks":[36],"remains":[37],"challenge.":[39],"This":[40],"study,":[41],"therefore,":[42],"proposes":[43],"method":[46,166,189],"combining":[47],"spectral":[48,91],"details.":[52],"First,":[53],"multibranch":[55],"network":[56],"framework":[57],"was":[58,127],"built":[59],"based":[60],"on":[61,167],"an":[62],"encoding\u2013decoding":[63],"structure.":[64],"The":[65,90,161,187],"encoding":[66],"layers":[67],"the":[69,78,87,94,101,108,120,134,158,164,168,191],"branches":[74,82],"were":[75,83,104,153],"constructed":[76,85],"from":[77],"residual":[79],"modules.":[80],"Fusion":[81],"then":[84,105],"during":[86,141],"decoding":[88],"phase.":[89],"details":[99],"obtained":[106],"using":[107],"HIS":[109],"color":[110],"transform":[111],"Haar":[113],"wavelet":[114],"transform,":[115],"respectively,":[116],"injected":[118],"fusion":[121,135],"branch.":[122],"A":[123],"polarized":[124],"self-attention":[125],"mechanism":[126],"finally":[128],"introduced":[129],"at":[130],"different":[131],"levels":[132],"branch":[136],"to":[137,156],"reduce":[138],"loss":[140],"feature":[142],"extraction,":[143],"operations,":[145],"such":[146,201],"as":[147,202],"connected":[148,155],"convolution":[149],"nonlinear":[151],"activation,":[152],"later":[154],"complete":[157],"road":[159],"prediction.":[160],"implementation":[162],"proposed":[165,188],"GF2-FC":[169],"CHN6-CUG":[171],"datasets":[172],"revealed":[173],"superior":[175],"performance":[176],"compared":[177],"with":[178],"comparative":[179],"methods":[180],"terms":[182],"quantitative":[184],"evaluation":[185],"metrics.":[186],"performed":[190],"strongest":[192],"several":[194],"scenarios,":[195],"particularly":[196],"difficult":[198],"areas,":[200],"shadows":[203],"vegetation":[205],"cover.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}