{"id":"https://openalex.org/W7161624718","doi":"https://doi.org/10.1016/j.neunet.2026.109131","title":"MFF-M3AD: A unified reconstruction method with multi-scale feature fusion for multi-category 3D anomaly detection","display_name":"MFF-M3AD: A unified reconstruction method with multi-scale feature fusion for multi-category 3D anomaly detection","publication_year":2026,"publication_date":"2026-05-19","ids":{"openalex":"https://openalex.org/W7161624718","doi":"https://doi.org/10.1016/j.neunet.2026.109131","pmid":"https://pubmed.ncbi.nlm.nih.gov/42190586"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2026.109131","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109131","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Hanzhe Liang","orcid":"https://orcid.org/0009-0000-7771-4683"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanzhe Liang","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, Guangdong, China; Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Audencia Nantes \u00c9cole de Management, Nantes, 44300, France"],"raw_orcid":"https://orcid.org/0009-0000-7771-4683","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, Guangdong, China; Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Audencia Nantes \u00c9cole de Management, Nantes, 44300, France","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenxi Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I161463649","display_name":"Audencia Business School","ror":"https://ror.org/000axn811","country_code":"FR","type":"education","lineage":["https://openalex.org/I161463649"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chenxi Hu","raw_affiliation_strings":["Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Audencia Nantes \u00c9cole de Management, Nantes, 44300, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Audencia Nantes \u00c9cole de Management, Nantes, 44300, France","institution_ids":["https://openalex.org/I161463649"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yejin Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yejin Tang","raw_affiliation_strings":["Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Automation School of Automation Engineering, Northeast Electric Power University, Jilin, 132013, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Audencia Financial Technology Institute, Shenzhen University, Shenzhen, 518060, Guangdong, China; Automation School of Automation Engineering, Northeast Electric Power University, Jilin, 132013, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Linlin Shen","orcid":"https://orcid.org/0000-0003-1420-0815"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Shen","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China; School of Artificial Intelligence, Shenzhen University, Shenzhen, 518060, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-1420-0815","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China; School of Artificial Intelligence, Shenzhen University, Shenzhen, 518060, Guangdong, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinbao Wang","orcid":"https://orcid.org/0000-0001-5916-8965"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbao Wang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China; School of Artificial Intelligence, Shenzhen University, Shenzhen, 518060, Guangdong, China; National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, 518060, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0001-5916-8965","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China; School of Artificial Intelligence, Shenzhen University, Shenzhen, 518060, Guangdong, China; National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, 518060, Guangdong, China","institution_ids":["https://openalex.org/I4210152380","https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":null,"display_name":"Can Gao","orcid":"https://orcid.org/0000-0002-4519-5089"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Gao","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, Guangdong, China; Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China. Electronic address: 2005gaocan@163.com"],"raw_orcid":"https://orcid.org/0000-0002-4519-5089","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, Guangdong, China; Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen, 518060, Guangdong, China. Electronic address: 2005gaocan@163.com","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79027087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"203","issue":null,"first_page":"109131","last_page":"109131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.7512000203132629,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.7512000203132629,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.017899999395012856,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.011800000444054604,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.576200008392334},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5422000288963318},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49079999327659607},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4345000088214874},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.35519999265670776},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3458000123500824}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6992999911308289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.603600025177002},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.576200008392334},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5422000288963318},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49079999327659607},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47760000824928284},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.35519999265670776},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3458000123500824},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.32690000534057617},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.29789999127388},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2026.109131","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109131","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:42190586","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42190586","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural networks : the official journal of the International Neural Network Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1965301525","https://openalex.org/W2553307952","https://openalex.org/W2914570111","https://openalex.org/W4213309271","https://openalex.org/W4367016885","https://openalex.org/W4387491243","https://openalex.org/W4390886362","https://openalex.org/W4400411624","https://openalex.org/W4401816616","https://openalex.org/W4408611392","https://openalex.org/W4409192154","https://openalex.org/W4410774772","https://openalex.org/W4411047539","https://openalex.org/W4415314515"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-19T00:00:00"}
