{"id":"https://openalex.org/W4408642921","doi":"https://doi.org/10.1080/17538947.2025.2480267","title":"SegRoadv2: a hybrid deformable self-attention and convolutional network for road extraction with connectivity structure","display_name":"SegRoadv2: a hybrid deformable self-attention and convolutional network for road extraction with connectivity structure","publication_year":2025,"publication_date":"2025-03-18","ids":{"openalex":"https://openalex.org/W4408642921","doi":"https://doi.org/10.1080/17538947.2025.2480267"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2480267","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2480267","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2480267?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2480267?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037950992","display_name":"Zhengbo Yu","orcid":"https://orcid.org/0000-0001-5377-4163"},"institutions":[{"id":"https://openalex.org/I2802497816","display_name":"Chinese Academy of Geological Sciences","ror":"https://ror.org/02gp4e279","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802497816"]},{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I4210130959","display_name":"Mineral Resources","ror":"https://ror.org/039b65w79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210130959","https://openalex.org/I4387156119"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Zhengbo Yu","raw_affiliation_strings":["China University of Geosciences (Beijing)","Institute of Mineral Resources, Chinese Academy of Geological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Geosciences (Beijing)","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"Institute of Mineral Resources, Chinese Academy of Geological Sciences","institution_ids":["https://openalex.org/I2802497816","https://openalex.org/I4210130959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011356697","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0001-7579-1968"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]}],"countries":["CN","IT"],"is_corresponding":true,"raw_author_name":"Zhe Chen","raw_affiliation_strings":["Chengdu University of Technology","International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","University of Padova"],"raw_orcid":"https://orcid.org/0000-0001-7579-1968","affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210096250"]},{"raw_affiliation_string":"University of Padova","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008662056","display_name":"Keyan Xiao","orcid":"https://orcid.org/0000-0002-3407-8020"},"institutions":[{"id":"https://openalex.org/I2802497816","display_name":"Chinese Academy of Geological Sciences","ror":"https://ror.org/02gp4e279","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802497816"]},{"id":"https://openalex.org/I4210130959","display_name":"Mineral Resources","ror":"https://ror.org/039b65w79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210130959","https://openalex.org/I4387156119"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Keyan Xiao","raw_affiliation_strings":["Institute of Mineral Resources, Chinese Academy of Geological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mineral Resources, Chinese Academy of Geological Sciences","institution_ids":["https://openalex.org/I2802497816","https://openalex.org/I4210130959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017513398","display_name":"Xiangqi Lei","orcid":"https://orcid.org/0000-0001-9274-8785"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Xiangqi Lei","raw_affiliation_strings":["Chengdu University of Technology","University of Padova"],"raw_orcid":"https://orcid.org/0000-0001-9274-8785","affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"University of Padova","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045106460","display_name":"Rui Tang","orcid":"https://orcid.org/0000-0002-6445-7283"},"institutions":[{"id":"https://openalex.org/I2802497816","display_name":"Chinese Academy of Geological Sciences","ror":"https://ror.org/02gp4e279","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802497816"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I4210130959","display_name":"Mineral Resources","ror":"https://ror.org/039b65w79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210130959","https://openalex.org/I4387156119"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Rui Tang","raw_affiliation_strings":["Chengdu University of Technology","Institute of Mineral Resources, Chinese Academy of Geological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"Institute of Mineral Resources, Chinese Academy of Geological Sciences","institution_ids":["https://openalex.org/I2802497816","https://openalex.org/I4210130959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720510","display_name":"Qian He","orcid":"https://orcid.org/0000-0001-9728-7113"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiaoran He","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113801172","display_name":"Zhongchang Sun","orcid":"https://orcid.org/0000-0003-3219-0542"},"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/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"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":"Zhongchang Sun","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences","International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210096250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073894089","display_name":"Huadong Guo","orcid":"https://orcid.org/0000-0003-0337-1862"},"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/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"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":"Huadong Guo","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences","International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"International Research Centre of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210096250"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008662056","https://openalex.org/A5011356697"],"corresponding_institution_ids":["https://openalex.org/I138689650","https://openalex.org/I2802497816","https://openalex.org/I31595395","https://openalex.org/I4210096250","https://openalex.org/I4210130959"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":9.1993,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98155441,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9980999827384949,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9900000095367432,"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/computer-science","display_name":"Computer science","score":0.5638006329536438},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5280400514602661},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5169591307640076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4722140431404114},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3998830318450928},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3650628924369812},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34297695755958557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5638006329536438},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5280400514602661},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5169591307640076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4722140431404114},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3998830318450928},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3650628924369812},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34297695755958557},{"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:10.1080/17538947.2025.2480267","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2480267","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2480267?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d76ee002bc964dd8b93390e5b5ab82f1","is_oa":true,"landing_page_url":"https://doaj.org/article/d76ee002bc964dd8b93390e5b5ab82f1","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":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2480267","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2480267","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2480267?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2016489947","https://openalex.org/W2031489346","https://openalex.org/W2098180043","https://openalex.org/W2395611524","https://openalex.org/W2395811491","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2582025857","https://openalex.org/W2601564443","https://openalex.org/W2612690371","https://openalex.org/W2618017145","https://openalex.org/W2626885185","https://openalex.org/W2780861787","https://openalex.org/W2804199516","https://openalex.org/W2884281986","https://openalex.org/W2893801697","https://openalex.org/W2916798096","https://openalex.org/W2963881378","https://openalex.org/W2966926453","https://openalex.org/W2981609437","https://openalex.org/W2990138404","https://openalex.org/W3015373233","https://openalex.org/W3045916241","https://openalex.org/W3088134661","https://openalex.org/W3094502228","https://openalex.org/W3140851722","https://openalex.org/W3150573203","https://openalex.org/W3152157423","https://openalex.org/W3167976421","https://openalex.org/W3170544306","https://openalex.org/W3171038842","https://openalex.org/W3193296307","https://openalex.org/W3195858154","https://openalex.org/W3198884575","https://openalex.org/W3203699578","https://openalex.org/W3205353862","https://openalex.org/W3207576805","https://openalex.org/W4206406674","https://openalex.org/W4213205652","https://openalex.org/W4213359283","https://openalex.org/W4225630686","https://openalex.org/W4231421859","https://openalex.org/W4282967568","https://openalex.org/W4285197531","https://openalex.org/W4285251596","https://openalex.org/W4286384837","https://openalex.org/W4294956226","https://openalex.org/W4295413952","https://openalex.org/W4295927731","https://openalex.org/W4298205916","https://openalex.org/W4301409532","https://openalex.org/W4304099129","https://openalex.org/W4308748354","https://openalex.org/W4311529505","https://openalex.org/W4312314757","https://openalex.org/W4312820606","https://openalex.org/W4312960790","https://openalex.org/W4317603812","https://openalex.org/W4319792453","https://openalex.org/W4320919181","https://openalex.org/W4327620107","https://openalex.org/W4385413647","https://openalex.org/W4386076222","https://openalex.org/W4387019859","https://openalex.org/W4387515118","https://openalex.org/W4387682131","https://openalex.org/W4389010777","https://openalex.org/W4389459178","https://openalex.org/W4390706297","https://openalex.org/W4391582411","https://openalex.org/W4394763572","https://openalex.org/W4398788587","https://openalex.org/W4399428995","https://openalex.org/W4402259304","https://openalex.org/W4403211028","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391621790","https://openalex.org/W4239306820","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Road":[0],"extraction":[1,21,57],"is":[2],"crucial":[3],"for":[4,137],"navigation,":[5],"autonomous":[6],"driving,":[7],"and":[8,17,41,73,93,106,122],"smart":[9],"city":[10],"development.":[11],"With":[12],"advancements":[13],"in":[14,90],"remote":[15,26],"sensing":[16,27],"deep":[18],"learning,":[19],"the":[20,37,85,91,103,126,132],"of":[22,39,118,134],"road":[23,56],"information":[24],"from":[25],"images":[28],"has":[29],"emerged":[30],"as":[31],"a":[32,55,64,68,74,78,94,111],"prevalent":[33],"research":[34],"area.":[35],"Nevertheless,":[36],"complexity":[38],"roads":[40],"image":[42],"characteristics":[43],"pose":[44],"various":[45],"challenges.":[46],"To":[47],"address":[48],"this":[49,135],"issu":[50],"e,":[51],"we":[52],"propose":[53],"SegRoadv2,":[54],"algorithm":[58,136],"based":[59],"on":[60,102,120,125],"SegRoad.":[61],"SegRoadv2":[62,109],"employs":[63],"transformer":[65],"block":[66],"with":[67,77],"deformable":[69,81],"self-attention":[70],"(DSA)":[71],"module":[72],"CNN":[75],"structure":[76,97],"new":[79],"groupable":[80],"convolution":[82],"(GroupDCN).":[83],"Additionally,":[84],"novel":[86],"re-parameterized":[87],"strip":[88],"convolutions":[89],"decoder":[92],"pixel":[95],"connectivity":[96],"improve":[98],"segmentation":[99],"connectivity.":[100],"Tested":[101],"DeepGlobe,":[104],"Massachusetts,":[105],"CHN6-CUG":[107],"datasets,":[108],"exhibits":[110],"novel,":[112],"state-of-the-art":[113],"performance,":[114],"achieving":[115],"an":[116],"IoU":[117],"69.88%":[119],"DeepGlobe":[121],"excellent":[123],"results":[124],"other":[127],"datasets.":[128],"These":[129],"findings":[130],"highlight":[131],"potential":[133],"urban":[138],"development":[139],"applications.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2025-10-10T00:00:00"}
