{"id":"https://openalex.org/W7154164516","doi":"https://doi.org/10.1007/s11760-026-05280-y","title":"A transfer learning approach to automatic theft detection","display_name":"A transfer learning approach to automatic theft detection","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154164516","doi":"https://doi.org/10.1007/s11760-026-05280-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-026-05280-y","doi":"https://doi.org/10.1007/s11760-026-05280-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-026-05280-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"volume":null,"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/A5133507392","display_name":"\u0130rem Karaca Uluo\u011flu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79946792","display_name":"Mu\u011fla University","ror":"https://ror.org/05n2cz176","country_code":"TR","type":"education","lineage":["https://openalex.org/I79946792"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u0130rem Karaca Uluo\u011flu","raw_affiliation_strings":["Computer Engineering Graduate Program, Graduate School of Natural and Applied Sciences, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","Department of Computer Engineering, Faculty of Engineering, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Graduate Program, Graduate School of Natural and Applied Sciences, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","institution_ids":["https://openalex.org/I79946792"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","institution_ids":["https://openalex.org/I79946792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042134761","display_name":"Bar\u0131\u015f Ethem S\u00fczek","orcid":"https://orcid.org/0000-0002-1521-4306","observed_orcids":["https://orcid.org/0000-0002-1521-4306"]},"institutions":[{"id":"https://openalex.org/I79946792","display_name":"Mu\u011fla University","ror":"https://ror.org/05n2cz176","country_code":"TR","type":"education","lineage":["https://openalex.org/I79946792"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Bar\u0131\u015f Ethem S\u00fczek","raw_affiliation_strings":["Computer Engineering Graduate Program, Graduate School of Natural and Applied Sciences, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","Department of Computer Engineering, Faculty of Engineering, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Graduate Program, Graduate School of Natural and Applied Sciences, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","institution_ids":["https://openalex.org/I79946792"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Mu\u011fla S\u0131tk\u0131 Ko\u00e7man University, Mu\u011fla, 48000, Turkey","institution_ids":["https://openalex.org/I79946792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042134761","https://openalex.org/A5133507392"],"corresponding_institution_ids":["https://openalex.org/I79946792"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2087759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9663000106811523,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9663000106811523,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.015699999406933784,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.010900000110268593,"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/theft-detection","display_name":"theft detection","score":0.9380000233650208},{"id":"https://openalex.org/keywords/video-surveillance","display_name":"video surveillance","score":0.8500000238418579},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9430000185966492},{"id":"https://openalex.org/keywords/human-action-recognition","display_name":"human action recognition","score":0.9879999756813049},{"id":"https://openalex.org/keywords/spatio-temporal-features","display_name":"spatio-temporal features","score":0.7429999709129333},{"id":"https://openalex.org/keywords/i3d","display_name":"I3D","score":0.8930000066757202},{"id":"https://openalex.org/keywords/slowfast","display_name":"SlowFast","score":0.996999979019165},{"id":"https://openalex.org/keywords/ucf-crime-dataset","display_name":"UCF-Crime dataset","score":0.7979999780654907},{"id":"https://openalex.org/keywords/shoplifting","display_name":"shoplifting","score":0.8259999752044678},{"id":"https://openalex.org/keywords/robbery","display_name":"robbery","score":0.8040000200271606},{"id":"https://openalex.org/keywords/binary-classification","display_name":"binary classification","score":0.5540000200271606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7594000101089478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7152000069618225},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6585000157356262},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6536999940872192},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.620199978351593},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5787000060081482},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5130000114440918},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4900999963283539},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4805999994277954},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4733999967575073},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4487999975681305},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4318000078201294},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.4124999940395355},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.39239999651908875},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.39100000262260437},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3555000126361847},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.33719998598098755},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.3089999854564667},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.3046000003814697},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.30399999022483826},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.29350000619888306},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.27970001101493835},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2761000096797943},{"id":"https://openalex.org/C3309909","wikidata":"https://www.wikidata.org/wiki/Q864155","display_name":"Binary decision diagram","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-026-05280-y","doi":"https://doi.org/10.1007/s11760-026-05280-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-026-05280-y","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-2"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions","score":0.4399999976158142}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2783882151","https://openalex.org/W2904013130","https://openalex.org/W2956612537","https://openalex.org/W3093359244","https://openalex.org/W3107664750","https://openalex.org/W3153454949","https://openalex.org/W3164956984","https://openalex.org/W4229008034","https://openalex.org/W4281559344","https://openalex.org/W4282970668","https://openalex.org/W4288684896","https://openalex.org/W4293317991","https://openalex.org/W4311543603","https://openalex.org/W4365509076","https://openalex.org/W4367154252","https://openalex.org/W4378228743","https://openalex.org/W4384815933","https://openalex.org/W4388485308","https://openalex.org/W4392567235","https://openalex.org/W4396818558","https://openalex.org/W4396957606","https://openalex.org/W4399812200","https://openalex.org/W4404312542","https://openalex.org/W4405464548","https://openalex.org/W4408416735","https://openalex.org/W4412065427","https://openalex.org/W7133189317"],"related_works":["https://openalex.org/W4416631686","https://openalex.org/W4406485511","https://openalex.org/W7214156117","https://openalex.org/W4396957606","https://openalex.org/W4413454361","https://openalex.org/W2971958068","https://openalex.org/W4382118576","https://openalex.org/W3094351172","https://openalex.org/W4392985992","https://openalex.org/W7120784633"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-04-14T00:00:00"}