{"id":"https://openalex.org/W4312332071","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927916","title":"PUNet: Convolutional Networks based on Parallel Feature Fusion","display_name":"PUNet: Convolutional Networks based on Parallel Feature Fusion","publication_year":2022,"publication_date":"2022-09-12","ids":{"openalex":"https://openalex.org/W4312332071","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927916"},"language":"en","primary_location":{"id":"doi:10.1109/dasc/picom/cbdcom/cy55231.2022.9927916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927916","pdf_url":null,"source":{"id":"https://openalex.org/S4363605495","display_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","raw_type":"proceedings-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/A5101676469","display_name":"Yang Li","orcid":"https://orcid.org/0000-0002-9005-9115"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101767950","display_name":"Hui Lu","orcid":"https://orcid.org/0000-0002-5475-222X"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lu","raw_affiliation_strings":["Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453144","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-5378-6404"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078276246","display_name":"Zhiyun Yang","orcid":"https://orcid.org/0000-0002-3202-9022"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyun Yang","raw_affiliation_strings":["Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026597023","display_name":"Zihao Wu","orcid":"https://orcid.org/0000-0003-2862-2509"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Wu","raw_affiliation_strings":["Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology,School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education,Nanjing,China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100374804","display_name":"Xiaodong Liu","orcid":"https://orcid.org/0000-0003-1843-8660"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaodong Liu","raw_affiliation_strings":["Edinburgh Napier University,School of Computing,Edinburgh,UK","School of Computing, Edinburgh Napier University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,School of Computing,Edinburgh,UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2364,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48607242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9983000159263611,"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":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8128389120101929},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6777162551879883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6375900506973267},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6029349565505981},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5413925051689148},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48809516429901123},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4710060656070709},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4591407775878906},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4554545283317566},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4553563594818115},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.43682849407196045},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.43415600061416626},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4145759344100952},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4078482985496521},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14242815971374512},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09553113579750061}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8128389120101929},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6777162551879883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6375900506973267},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6029349565505981},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5413925051689148},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48809516429901123},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4710060656070709},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4591407775878906},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4554545283317566},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4553563594818115},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.43682849407196045},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.43415600061416626},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4145759344100952},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4078482985496521},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14242815971374512},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09553113579750061},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dasc/picom/cbdcom/cy55231.2022.9927916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927916","pdf_url":null,"source":{"id":"https://openalex.org/S4363605495","display_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5199999809265137},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4099999964237213}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2755226765","https://openalex.org/W2937933649","https://openalex.org/W2943401122","https://openalex.org/W2972623730","https://openalex.org/W3000086214","https://openalex.org/W3014060899","https://openalex.org/W3022656627","https://openalex.org/W3034276161","https://openalex.org/W3111269891","https://openalex.org/W3123291413","https://openalex.org/W3134766040","https://openalex.org/W3161976591","https://openalex.org/W4210788152","https://openalex.org/W4210862552"],"related_works":["https://openalex.org/W4399671601","https://openalex.org/W1992962589","https://openalex.org/W3032871857","https://openalex.org/W1743191351","https://openalex.org/W3104633800","https://openalex.org/W3023567978","https://openalex.org/W3044778482","https://openalex.org/W3040494141","https://openalex.org/W1977229594","https://openalex.org/W2072400776"],"abstract_inverted_index":{"The":[0,138],"extraction":[1,119,136],"of":[2,37,58,73,103,145],"buildings":[3,40],"by":[4,122],"remote":[5],"sensing":[6],"satellite":[7],"images":[8],"has":[9],"obvious":[10],"advantages":[11],"for":[12],"China":[13],"to":[14,52,116,132],"use":[15],"in":[16,28,156],"urban":[17],"construction,":[18],"population":[19],"planning":[20],"and":[21,45,55,88,101,120],"disaster":[22],"warning.":[23],"However,":[24],"various":[25],"problems":[26],"arise":[27],"practical":[29],"applications,":[30],"such":[31,84],"as":[32,39,41,43,85],"unclear":[33],"texture":[34],"features,":[35],"misclassification":[36],"terrain":[38],"well":[42],"lighting":[44],"weather":[46],"affecting":[47],"the":[48,53,69,74,78,106,134,142,146,149,153],"accuracy":[49,144],"rate.":[50],"Due":[51],"complexity":[54],"multi-scale":[56],"nature":[57],"high-resolution":[59],"images,":[60],"some":[61],"basic":[62],"deep":[63],"learning":[64],"methods":[65],"do":[66],"not":[67],"consider":[68],"spatial":[70],"contextual":[71],"information":[72,129],"overall":[75,135],"image,":[76],"so":[77],"segmentation":[79,143],"results":[80,139],"often":[81],"have":[82],"defects":[83],"rough":[86],"edges":[87],"incomplete":[89],"predictions.":[90],"In":[91],"this":[92],"paper,":[93],"we":[94],"design":[95],"a":[96],"unique":[97],"algorithmic":[98],"idea,":[99],"optimization":[100],"integration":[102],"past":[104],"models,":[105],"module":[107,112],"about":[108],"Feature":[109],"selection":[110],"decoder":[111],"structure":[113],"is":[114,130],"proposed":[115],"achieve":[117],"feature":[118],"fusion":[121],"introducing":[123],"advanced":[124],"backbone":[125],"network.":[126],"High-level":[127],"semantic":[128],"utilized":[131],"complement":[133],"map.":[137],"indicate":[140],"that":[141],"method":[147],"on":[148],"Massachusetts":[150],"dataset":[151],"outperforms":[152],"previous":[154],"models":[155],"all":[157],"aspects.":[158]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}