{"id":"https://openalex.org/W4409555982","doi":"https://doi.org/10.1115/1.4068472","title":"3D-ADCS: Untrained 3D Anomaly Detection for Complex Manufacturing Surfaces","display_name":"3D-ADCS: Untrained 3D Anomaly Detection for Complex Manufacturing Surfaces","publication_year":2025,"publication_date":"2025-04-17","ids":{"openalex":"https://openalex.org/W4409555982","doi":"https://doi.org/10.1115/1.4068472"},"language":"en","primary_location":{"id":"doi:10.1115/1.4068472","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4068472","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/doi/10.1115/1.4068472/7466894/jcise-24-1480.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/doi/10.1115/1.4068472/7466894/jcise-24-1480.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117197409","display_name":"Xuanming Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xuanming Cao","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou) Smart Manufacturing Thrust, Systems Hub, , \u00a0 ,","No. 1 Du Xue Rd, Nansha District, Guangzhou Guangzhou, Guang Dong 511453 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou) Smart Manufacturing Thrust, Systems Hub, , \u00a0 ,","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"No. 1 Du Xue Rd, Nansha District, Guangzhou Guangzhou, Guang Dong 511453 China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117197410","display_name":"Chengyu Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chengyu Tao","raw_affiliation_strings":["The Hong Kong University of Science and Technology Interdisciplinary Programs Office, , \u00a0 ,","Clear Water Bay, Kowloon, Hong Kong Hong Kong SAR, 999077 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology Interdisciplinary Programs Office, , \u00a0 ,","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Clear Water Bay, Kowloon, Hong Kong Hong Kong SAR, 999077 China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117197411","display_name":"Juan Du","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Juan Du","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou) Smart Manufacturing Thrust, Systems Hub, , \u00a0 , ;","The Hong Kong University of Science and Technology Department of Mechanical and Aerospace Engineering, , \u00a0 ,","Duxue Road 1st Nansha, Guangzhou City, 511400, China Guangzhou, 200240 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou) Smart Manufacturing Thrust, Systems Hub, , \u00a0 , ;","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Department of Mechanical and Aerospace Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Duxue Road 1st Nansha, Guangzhou City, 511400, China Guangzhou, 200240 China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1108,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91117096,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"25","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3358843922615051}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3358843922615051}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1115/1.4068472","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4068472","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/doi/10.1115/1.4068472/7466894/jcise-24-1480.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-148676","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-148676","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1115/1.4068472","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4068472","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/doi/10.1115/1.4068472/7466894/jcise-24-1480.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3577786629","display_name":null,"funder_award_id":"2023A1515011656","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G4274628098","display_name":"\u57fa\u4e8e\u7a00\u758f\u5b66\u4e60\u7684\u9ad8\u5bc6\u5ea63D\u70b9\u4e91\u6570\u636e\u5efa\u6a21\u4e0e\u751f\u4ea7\u8fc7\u7a0b\u5728\u7ebf\u76d1\u63a7\u7814\u7a76","funder_award_id":"72001139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G515089320","display_name":null,"funder_award_id":"No. 72371219, No. 72001139 and No. 52372308","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5863916264","display_name":null,"funder_award_id":"72371219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5990874803","display_name":null,"funder_award_id":"52372308","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/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409555982.pdf","grobid_xml":"https://content.openalex.org/works/W4409555982.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1995450389","https://openalex.org/W2042494736","https://openalex.org/W2145962650","https://openalex.org/W2461132337","https://openalex.org/W2587055720","https://openalex.org/W2763568054","https://openalex.org/W2766183093","https://openalex.org/W2944716390","https://openalex.org/W2990955387","https://openalex.org/W3017578948","https://openalex.org/W3037030727","https://openalex.org/W3090692296","https://openalex.org/W3126951095","https://openalex.org/W3130247865","https://openalex.org/W3206341667","https://openalex.org/W4200205399","https://openalex.org/W4212919149","https://openalex.org/W4226315931","https://openalex.org/W4285792212","https://openalex.org/W4310259014","https://openalex.org/W4366168507","https://openalex.org/W4385805005","https://openalex.org/W4389042903","https://openalex.org/W4396685787","https://openalex.org/W6683433371","https://openalex.org/W6770461684","https://openalex.org/W6796638462","https://openalex.org/W6809694422","https://openalex.org/W6846296780","https://openalex.org/W6850269676","https://openalex.org/W6878655122"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036","https://openalex.org/W2271181815"],"abstract_inverted_index":{"Abstract":[0],"Surface":[1],"quality":[2],"inspection":[3],"of":[4,35,42,62,94,103,111,136,146,169],"manufacturing":[5,24,60,76,80,137],"parts":[6,25,81,105,170],"through":[7],"3D":[8,20,70],"point":[9,71],"cloud":[10,72],"data":[11,73],"has":[12],"increasingly":[13],"gained":[14],"focus":[15],"in":[16],"recent":[17],"years.":[18],"Accurate":[19],"anomaly":[21,51,161],"detection":[22,52],"on":[23],"is":[26],"challenging":[27],"due":[28],"to":[29,65,88,117],"their":[30],"complex":[31,75,119],"shapes,":[32],"the":[33,39,79,100,109,112,126,134],"scarcity":[34],"anomaly-free":[36],"samples,":[37],"and":[38,96,99,124,143],"irregular":[40],"distribution":[41],"scanned":[43],"points.":[44],"This":[45],"article":[46],"proposes":[47],"a":[48,156],"novel":[49],"untrained":[50],"methodology":[53],"integrated":[54],"with":[55],"domain":[56,113],"knowledge,":[57,114],"i.e.,":[58,92],"inherent":[59],"characteristics":[61],"real":[63],"products,":[64],"precisely":[66],"detect":[67],"anomalies":[68],"using":[69],"for":[74,159],"surfaces.":[77,138],"Specifically,":[78],"such":[82],"as":[83,129,155],"many":[84],"axis-symmetric":[85],"products":[86],"tend":[87],"be":[89],"component-wise":[90],"surfaces,":[91],"consisting":[93],"basic":[95],"simple":[97,122],"components,":[98],"cut":[101],"profiles":[102,128],"these":[104],"exhibit":[106],"similarity.":[107],"On":[108],"basis":[110],"we":[115,148],"propose":[116],"segment":[118],"surfaces":[120],"into":[121],"components":[123],"model":[125],"similar":[127],"low-rank":[130,141],"representations,":[131],"thus":[132],"enabling":[133],"modeling":[135],"Finally,":[139],"combined":[140],"representations":[142],"assumed":[144],"sparsity":[145],"anomaly,":[147],"introduce":[149],"robust":[150],"principal":[151],"component":[152],"analysis":[153],"(RPCA)":[154],"unified":[157],"formula":[158],"surface":[160],"detection.":[162],"Extensive":[163],"numerical":[164],"experiments":[165],"across":[166],"various":[167],"types":[168],"have":[171],"shown":[172],"that":[173],"our":[174],"method":[175],"delivers":[176],"promising":[177],"results,":[178],"surpassing":[179],"existing":[180],"benchmarks.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-04-18T00:00:00"}
