{"id":"https://openalex.org/W7164754548","doi":"https://doi.org/10.1016/j.asoc.2026.115764","title":"Zero-shot industrial image anomaly detection via CLIP-driven multi-scale aggregation and SAM-based local refinement","display_name":"Zero-shot industrial image anomaly detection via CLIP-driven multi-scale aggregation and SAM-based local refinement","publication_year":2026,"publication_date":"2026-06-14","ids":{"openalex":"https://openalex.org/W7164754548","doi":"https://doi.org/10.1016/j.asoc.2026.115764"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115764","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115764","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"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":"Applied Soft Computing","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/A5041328137","display_name":"Hegui Zhu","orcid":"https://orcid.org/0000-0002-6501-4097"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hegui Zhu","raw_affiliation_strings":["College of Sciences, Northeastern University, Shenyang, 110819, China","Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China"],"raw_orcid":"https://orcid.org/0000-0002-6501-4097","affiliations":[{"raw_affiliation_string":"College of Sciences, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China","institution_ids":["https://openalex.org/I14894300","https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041227132","display_name":"M Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiling Liu","raw_affiliation_strings":["College of Sciences, Northeastern University, Shenyang, 110819, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Sciences, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138611477","display_name":"Yinghao Zhang","orcid":"https://orcid.org/0009-0003-0406-6242"},"institutions":[{"id":"https://openalex.org/I4210129955","display_name":"General Hospital of Shenyang Military Region","ror":"https://ror.org/0340t0585","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129955"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinghao Zhang","raw_affiliation_strings":["College of Sciences, Northeastern University, Shenyang, 110819, China","Department of Radiology, The General Hospital of Northern Theater Command PLA, Shenyang, 110016, China"],"raw_orcid":"https://orcid.org/0009-0003-0406-6242","affiliations":[{"raw_affiliation_string":"College of Sciences, Northeastern University, Shenyang, 110819, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"Department of Radiology, The General Hospital of Northern Theater Command PLA, Shenyang, 110016, China","institution_ids":["https://openalex.org/I4210129955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138600620","display_name":"Libo Zhang","orcid":"https://orcid.org/0000-0001-9380-6895"},"institutions":[{"id":"https://openalex.org/I4210129955","display_name":"General Hospital of Shenyang Military Region","ror":"https://ror.org/0340t0585","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129955"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Libo Zhang","raw_affiliation_strings":["Department of Radiology, The General Hospital of Northern Theater Command PLA, Shenyang, 110016, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The General Hospital of Northern Theater Command PLA, Shenyang, 110016, China","institution_ids":["https://openalex.org/I4210129955"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041328137","https://openalex.org/A5138600620","https://openalex.org/A5138611477"],"corresponding_institution_ids":["https://openalex.org/I14894300","https://openalex.org/I4210129955","https://openalex.org/I9224756"],"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":0.91684447,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"202","issue":null,"first_page":"115764","last_page":"115764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8633999824523926,"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":0.8633999824523926,"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":0.017500000074505806,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.01640000008046627,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.682200014591217},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5166000127792358},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5126000046730042},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.3474999964237213},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.32739999890327454}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.682200014591217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6338000297546387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5802000164985657},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5166000127792358},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5126000046730042},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48739999532699585},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39100000262260437},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.295199990272522},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.2777999937534332},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27129998803138733}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115764","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115764","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"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":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2407692387","https://openalex.org/W2923486253","https://openalex.org/W4403148050","https://openalex.org/W4405093242","https://openalex.org/W4406681960","https://openalex.org/W4407450044","https://openalex.org/W4407800509","https://openalex.org/W7118096636"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-21T06:12:48.119943","created_date":"2026-06-15T00:00:00"}