{"id":"https://openalex.org/W7168020270","doi":"https://doi.org/10.1007/978-981-92-2852-2_32","title":"DCAM U-Net: A 3D U-Net Model with\u00a03D Channel-Spatial Attention and\u00a0Feature Fusion for\u00a0Subsurface Void Segment in\u00a0Ground Penetrating Radar Data","display_name":"DCAM U-Net: A 3D U-Net Model with\u00a03D Channel-Spatial Attention and\u00a0Feature Fusion for\u00a0Subsurface Void Segment in\u00a0Ground Penetrating Radar Data","publication_year":2026,"publication_date":"2026-07-11","ids":{"openalex":"https://openalex.org/W7168020270","doi":"https://doi.org/10.1007/978-981-92-2852-2_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-2852-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-2852-2_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5140483579","display_name":"Shanshan Huang","orcid":"https://orcid.org/0009-0007-4427-0941"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I4210094303","display_name":"Research Institute of Radio","ror":"https://ror.org/00p4t5755","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210094303"]}],"countries":["CN","RU"],"is_corresponding":false,"raw_author_name":"Shanshan Huang","raw_affiliation_strings":["China Research Institution of RadioWave Propagation, Qingdao, China","School of Science and Technology, XiDian University, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0009-0007-4427-0941","affiliations":[{"raw_affiliation_string":"China Research Institution of RadioWave Propagation, Qingdao, China","institution_ids":["https://openalex.org/I4210094303"]},{"raw_affiliation_string":"School of Science and Technology, XiDian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140482693","display_name":"Peiwen Yao","orcid":"https://orcid.org/0009-0008-1599-0349"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiwen Yao","raw_affiliation_strings":["School of Science and Technology, XiDian University, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0009-0008-1599-0349","affiliations":[{"raw_affiliation_string":"School of Science and Technology, XiDian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102822049","display_name":"Hanbo Zhang","orcid":"https://orcid.org/0000-0003-3498-0636"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanbo Zhang","raw_affiliation_strings":["School of Science and Technology, XiDian University, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0009-0009-7871-5595","affiliations":[{"raw_affiliation_string":"School of Science and Technology, XiDian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100952949","display_name":"Dandan Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094303","display_name":"Research Institute of Radio","ror":"https://ror.org/00p4t5755","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210094303"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dandan Cheng","raw_affiliation_strings":["China Research Institution of RadioWave Propagation, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0002-7685-9578","affiliations":[{"raw_affiliation_string":"China Research Institution of RadioWave Propagation, Qingdao, China","institution_ids":["https://openalex.org/I4210094303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101540614","display_name":"Junchao Wang","orcid":"https://orcid.org/0000-0003-2560-8728"},"institutions":[{"id":"https://openalex.org/I4210094303","display_name":"Research Institute of Radio","ror":"https://ror.org/00p4t5755","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210094303"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Junchao Wang","raw_affiliation_strings":["China Research Institution of RadioWave Propagation, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0003-7238-9799","affiliations":[{"raw_affiliation_string":"China Research Institution of RadioWave Propagation, Qingdao, China","institution_ids":["https://openalex.org/I4210094303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140486401","display_name":"Heng Wang","orcid":"https://orcid.org/0009-0005-2948-2044"},"institutions":[{"id":"https://openalex.org/I4210094303","display_name":"Research Institute of Radio","ror":"https://ror.org/00p4t5755","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210094303"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Heng Wang","raw_affiliation_strings":["China Research Institution of RadioWave Propagation, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0005-2948-2044","affiliations":[{"raw_affiliation_string":"China Research Institution of RadioWave Propagation, Qingdao, China","institution_ids":["https://openalex.org/I4210094303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140481996","display_name":"Guoliang Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094303","display_name":"Research Institute of Radio","ror":"https://ror.org/00p4t5755","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210094303"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Guoliang Xin","raw_affiliation_strings":["China Research Institution of RadioWave Propagation, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Research Institution of RadioWave Propagation, Qingdao, China","institution_ids":["https://openalex.org/I4210094303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101592689","display_name":"Liyong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liyong Zhang","raw_affiliation_strings":["School of Science and Technology, XiDian University, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0000-0001-5831-6823","affiliations":[{"raw_affiliation_string":"School of Science and Technology, XiDian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101592689"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"430","last_page":"445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9914000034332275,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9914000034332275,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11757","display_name":"Seismic Waves and Analysis","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.7771000266075134},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6970999836921692},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.6841999888420105},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.4912000000476837},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46389999985694885},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.44929999113082886},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4456000030040741},{"id":"https://openalex.org/keywords/the-void","display_name":"The Void","score":0.41350001096725464},{"id":"https://openalex.org/keywords/void","display_name":"Void (composites)","score":0.4011000096797943},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.3828999996185303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803600013256073},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.7771000266075134},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6970999836921692},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.6841999888420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5946999788284302},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.4912000000476837},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46389999985694885},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4456000030040741},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41600000858306885},{"id":"https://openalex.org/C2778726998","wikidata":"https://www.wikidata.org/wiki/Q7773068","display_name":"The Void","level":2,"score":0.41350001096725464},{"id":"https://openalex.org/C2779772531","wikidata":"https://www.wikidata.org/wiki/Q19689164","display_name":"Void (composites)","level":2,"score":0.4011000096797943},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3846000134944916},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.3828999996185303},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.38040000200271606},{"id":"https://openalex.org/C2777897806","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3D modeling","level":2,"score":0.375},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3515999913215637},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C206755178","wikidata":"https://www.wikidata.org/wiki/Q1131271","display_name":"Capacitive sensing","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.2874000072479248},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.27480000257492065},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-2852-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-2852-2_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5196677446365356}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W761890246","https://openalex.org/W2001014415","https://openalex.org/W2167277498","https://openalex.org/W2249333166","https://openalex.org/W2288344025","https://openalex.org/W2464708700","https://openalex.org/W2518909974","https://openalex.org/W2938035085","https://openalex.org/W2963351448","https://openalex.org/W2971089459","https://openalex.org/W2985302978","https://openalex.org/W3127859904","https://openalex.org/W3128511978","https://openalex.org/W4293207263","https://openalex.org/W4319216049","https://openalex.org/W4367186030","https://openalex.org/W4385491110","https://openalex.org/W4385574358","https://openalex.org/W4392387310","https://openalex.org/W4396242467","https://openalex.org/W4396783545","https://openalex.org/W4399865026","https://openalex.org/W4404134261","https://openalex.org/W7092289771"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-12T00:00:00"}
