{"id":"https://openalex.org/W4401327417","doi":"https://doi.org/10.1109/lgrs.2024.3439100","title":"DHI-Net: A Novel Detail-Preserving and Hierarchical Interaction Network For Building Extraction","display_name":"DHI-Net: A Novel Detail-Preserving and Hierarchical Interaction Network For Building Extraction","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401327417","doi":"https://doi.org/10.1109/lgrs.2024.3439100"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3439100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3439100","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5057375955","display_name":"Baogui Song","orcid":"https://orcid.org/0009-0009-5485-817X"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baogui Song","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0009-5485-817X","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103472501","display_name":"Wen Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Shao","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005662797","display_name":"Pan Shao","orcid":"https://orcid.org/0000-0002-5773-2195"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Shao","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-5773-2195","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100707507","display_name":"Jianming Wang","orcid":"https://orcid.org/0000-0002-9151-284X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianming Wang","raw_affiliation_strings":["Fujian Second Geological Exploration Brigade, Sanming, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Second Geological Exploration Brigade, Sanming, Fujian, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034530775","display_name":"Jing Xiong","orcid":"https://orcid.org/0000-0002-9712-6771"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xiong","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106283608","display_name":"Chenwei Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenwei Qi","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, and the College of Computer and Information Technology, China Three Gorges University, Yichang, Hubei, China","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2963,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80572123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9424999952316284,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9297999739646912,"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":0.7224342823028564},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.593864381313324},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.47318291664123535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3867892324924469},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36734384298324585},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11283940076828003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7224342823028564},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.593864381313324},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.47318291664123535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3867892324924469},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36734384298324585},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11283940076828003},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3439100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3439100","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3084722200","display_name":null,"funder_award_id":"41901341","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G6246455651","display_name":null,"funder_award_id":"2024AFB867","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G781094828","display_name":null,"funder_award_id":"41901341","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/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2609402060","https://openalex.org/W2895420332","https://openalex.org/W2908320224","https://openalex.org/W2911303748","https://openalex.org/W2922509574","https://openalex.org/W2934268922","https://openalex.org/W2963881378","https://openalex.org/W2982206001","https://openalex.org/W3104035745","https://openalex.org/W3155186819","https://openalex.org/W3157124226","https://openalex.org/W4290712790","https://openalex.org/W4293406525","https://openalex.org/W4312984783","https://openalex.org/W4313166909","https://openalex.org/W4319663796","https://openalex.org/W4320018440","https://openalex.org/W4327652243","https://openalex.org/W4367016725","https://openalex.org/W4367721800","https://openalex.org/W4383340340","https://openalex.org/W4390187329","https://openalex.org/W6717372056"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Accurate":[0],"building":[1,44,52,96,153,162],"extraction":[2,45,53,163],"holds":[3],"immense":[4],"importance":[5],"for":[6,41,95],"many":[7],"applications,":[8],"such":[9],"as":[10],"urban":[11],"planning":[12],"and":[13,22,68,90,150],"disaster":[14],"rescue.":[15],"Deep":[16],"learning":[17],"(DL)-based":[18],"methods":[19,54],"can":[20,139],"automatically":[21],"efficiently":[23],"extract":[24],"buildings":[25],"from":[26,74],"remote":[27],"sensing":[28],"(RS)":[29],"images.":[30],"U-Net":[31],"is":[32,77,105,125,174],"one":[33],"of":[34,66,144,147,168],"the":[35,48,56,64,69,72,81,116,129,135,141,145,166,169],"most":[36],"widely":[37],"used":[38],"foundational":[39],"models":[40],"constructing":[42],"DL":[43,51],"methods.":[46],"However,":[47],"existing":[49],"U-Net-based":[50],"have":[55],"following":[57],"limitations:":[58],"The":[59,172],"successive":[60],"downsampling":[61],"may":[62],"cause":[63],"loss":[65],"details,":[67],"interaction":[70,92,122,130],"between":[71,131],"features":[73,146,154],"different":[75,132,148],"layers":[76,133,149],"insufficient.":[78],"To":[79],"overcome":[80],"above":[82],"limitations,":[83],"this":[84],"letter":[85],"proposes":[86],"a":[87,101,120],"novel":[88],"detail-preserving":[89,102],"hierarchical":[91,121],"network":[93],"(DHI-Net)":[94],"extraction,":[97],"i.e.,":[98],"DHI-Net.":[99,171],"Firstly,":[100],"module":[103,123],"(DPM)":[104],"proposed":[106,170],"based":[107],"on":[108,159],"SPD-Conv":[109],"to":[110,127],"preserve":[111],"more":[112,155],"detail":[113],"information":[114],"during":[115],"encoding":[117],"process.":[118,137],"Then,":[119],"(HIM)":[124],"presented":[126],"enhance":[128],"in":[134],"decoding":[136],"HIM":[138],"realize":[140],"adaptive":[142],"selection":[143],"obtain":[151],"multi-scale":[152],"effectively.":[156],"Experimental":[157],"results":[158],"two":[160],"public":[161],"datasets":[164],"confirmed":[165],"effectiveness":[167],"code":[173],"available":[175],"athttps://github.com/HaH-1/building-extraction/tree/main/DHI-Net.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}