{"id":"https://openalex.org/W4408468245","doi":"https://doi.org/10.1109/tits.2025.3546054","title":"DENet: Direction and Edge Co-Awareness Network for Road Extraction From High-Resolution Remote Sensing Imagery","display_name":"DENet: Direction and Edge Co-Awareness Network for Road Extraction From High-Resolution Remote Sensing Imagery","publication_year":2025,"publication_date":"2025-03-14","ids":{"openalex":"https://openalex.org/W4408468245","doi":"https://doi.org/10.1109/tits.2025.3546054"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3546054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3546054","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5009251831","display_name":"Tan Guo","orcid":"https://orcid.org/0000-0001-9523-8094"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tan Guo","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002584045","display_name":"Ying Gao","orcid":"https://orcid.org/0000-0003-2201-7236"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Gao","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064046752","display_name":"Fulin Luo","orcid":"https://orcid.org/0000-0002-7696-0775"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fulin Luo","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106578837","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-5305-8543"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"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":"Bo Du","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101785348","display_name":"Xinbo Gao","orcid":"https://orcid.org/0000-0003-1443-0776"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbo Gao","raw_affiliation_strings":["Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Image Cognition, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009251831"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":8.2438,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97657062,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"26","issue":"7","first_page":"10236","last_page":"10249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9994999766349792,"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":0.9994999766349792,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5416650176048279},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5406495928764343},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5346929430961609},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5099753141403198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5080759525299072},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.48399901390075684},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.45004141330718994},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4468497037887573},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3000469207763672},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2174881100654602},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20493575930595398}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5416650176048279},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5406495928764343},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5346929430961609},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5099753141403198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5080759525299072},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.48399901390075684},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.45004141330718994},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4468497037887573},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3000469207763672},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2174881100654602},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20493575930595398},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3546054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3546054","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2579406417","display_name":null,"funder_award_id":"CSTB2024NSCQ-MSX0393","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G5658058112","display_name":null,"funder_award_id":"62371076","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5922005406","display_name":null,"funder_award_id":"62201109","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/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W73112891","https://openalex.org/W1479775735","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1965176928","https://openalex.org/W1981329364","https://openalex.org/W2015785930","https://openalex.org/W2024918151","https://openalex.org/W2039576440","https://openalex.org/W2104095591","https://openalex.org/W2109870642","https://openalex.org/W2412782625","https://openalex.org/W2610528085","https://openalex.org/W2787091153","https://openalex.org/W2884436604","https://openalex.org/W2893801697","https://openalex.org/W2963881378","https://openalex.org/W3007268491","https://openalex.org/W3086017879","https://openalex.org/W3121619677","https://openalex.org/W3150573203","https://openalex.org/W3158827178","https://openalex.org/W3187079290","https://openalex.org/W3203699578","https://openalex.org/W4312314757","https://openalex.org/W4317603812","https://openalex.org/W4317829628","https://openalex.org/W4360994023","https://openalex.org/W4380032327","https://openalex.org/W4385748513","https://openalex.org/W4386425401","https://openalex.org/W4387682131","https://openalex.org/W4388742700","https://openalex.org/W4390873988","https://openalex.org/W4391566611","https://openalex.org/W4391827295","https://openalex.org/W4391876902","https://openalex.org/W4393079598","https://openalex.org/W4393305554","https://openalex.org/W4393372343","https://openalex.org/W4394811128","https://openalex.org/W4396753492","https://openalex.org/W4396982424"],"related_works":["https://openalex.org/W2315652488","https://openalex.org/W2028037572","https://openalex.org/W2039365229","https://openalex.org/W65623452","https://openalex.org/W2145843506","https://openalex.org/W4293054829","https://openalex.org/W2056407677","https://openalex.org/W2128085731","https://openalex.org/W2551441443","https://openalex.org/W2388577840"],"abstract_inverted_index":{"Automatic":[0],"road":[1,15,33,40,50,76,85,101,114,138,151,159,180,204,219],"extraction":[2,57,108,134],"from":[3,28,144],"high-resolution":[4],"remote":[5],"sensing":[6],"images":[7],"has":[8,65],"greatly":[9,148],"facilitated":[10],"the":[11,47,61,75,93,97,107,119,126,133,150,195,200,212,217,224],"applications":[12],"of":[13,49,100,109,137,199,209],"high-precision":[14],"mapping":[16],"in":[17],"autonomous":[18],"driving":[19],"and":[20,31,52,69,112,129,135,141,182,197,221],"intelligent":[21],"transportation.":[22],"However,":[23],"challenges":[24],"such":[25],"as":[26],"occlusions":[27],"buildings,":[29],"trees,":[30],"complex":[32],"shapes":[34],"bring":[35],"great":[36],"difficulties":[37],"to":[38,55,82,131,155,170],"precise":[39],"extraction.":[41],"Also,":[42],"existing":[43,229],"methods":[44],"often":[45],"overlook":[46],"integrity":[48],"direction":[51,68],"edge,":[53],"leading":[54],"unsatisfactory":[56],"results.":[58],"To":[59],"alleviate":[60],"issue,":[62],"this":[63],"paper":[64],"presented":[66],"a":[67,161],"edge":[70,77,94,98],"co-awareness":[71],"network":[72],"(DENet).":[73],"Firstly,":[74],"detector":[78],"(RED)":[79],"is":[80,167,234],"introduced":[81],"extract":[83],"coarse":[84],"edges":[86],"with":[87],"abundant":[88],"directional":[89,120,139],"information.":[90],"By":[91],"leveraging":[92],"enhancement":[95],"blocks,":[96],"structures":[99],"can":[102],"be":[103],"efficiently":[104],"refined,":[105],"achieving":[106,206],"intricate":[110],"narrow":[111],"elongated":[113,142],"shapes.":[115],"Secondly,":[116],"we":[117],"incorporate":[118],"spatial":[121],"attention":[122],"(DSA)":[123],"mechanism":[124],"within":[125],"dual":[127],"encoders":[128],"decoders":[130],"promote":[132],"fusion":[136,165],"information":[140,174],"features":[143,181],"different":[145,176],"orientations,":[146],"thus":[147],"mitigating":[149],"occlusion":[152],"issue.":[153],"Finally,":[154],"fully":[156],"interlace":[157],"potential":[158],"information,":[160],"grouped":[162],"local-global":[163],"feature":[164],"(GLFF)":[166],"specifically":[168],"designed":[169],"exchange":[171],"multi-scale":[172],"semantic":[173],"across":[175],"channels,":[177],"simultaneously":[178],"emphasizing":[179],"suppressing":[183],"irrelevant":[184],"background":[185],"features.":[186],"Numerous":[187],"experimental":[188],"results":[189],"on":[190,211,216,223],"three":[191],"public":[192],"datasets":[193],"demonstrate":[194],"effectiveness":[196],"efficiency":[198],"proposed":[201],"DENet":[202],"for":[203],"extraction,":[205],"F1":[207],"scores":[208],"78.51%":[210],"CHN6-CUG":[213],"dataset,":[214,220,226],"79.35%":[215],"Massachusetts":[218],"77.90%":[222],"GF2-FC":[225],"outperforming":[227],"several":[228],"state-of-the-art":[230],"methods.":[231],"The":[232],"code":[233],"available":[235],"at:":[236],"<uri":[237],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[238],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/gwy103/DENet</uri>.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
