{"id":"https://openalex.org/W4414100125","doi":"https://doi.org/10.1007/s11760-025-04301-6","title":"Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications","display_name":"Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications","publication_year":2025,"publication_date":"2025-09-10","ids":{"openalex":"https://openalex.org/W4414100125","doi":"https://doi.org/10.1007/s11760-025-04301-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-025-04301-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04301-6","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,"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"},"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/A5072202242","display_name":"Alaa El Ichi","orcid":"https://orcid.org/0009-0001-0518-8853"},"institutions":[{"id":"https://openalex.org/I4210149833","display_name":"Universit\u00e9 Bretagne Loire","ror":"https://ror.org/04x1a4s97","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210149833"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alaa EL ICHI","raw_affiliation_strings":["L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France","institution_ids":["https://openalex.org/I4210149833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008664054","display_name":"Wissam Kaddah","orcid":"https://orcid.org/0000-0001-9014-3053"},"institutions":[{"id":"https://openalex.org/I4210149833","display_name":"Universit\u00e9 Bretagne Loire","ror":"https://ror.org/04x1a4s97","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210149833"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wissam Kaddah","raw_affiliation_strings":["L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France","institution_ids":["https://openalex.org/I4210149833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112604323","display_name":"Marwa El Bouz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149833","display_name":"Universit\u00e9 Bretagne Loire","ror":"https://ror.org/04x1a4s97","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210149833"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marwa EL Bouz","raw_affiliation_strings":["L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L@bISEN, LSL Team, Yncr\u00e9a Ouest, 20 Rue Cuirasse Bretagne, Brest, 29228, France","institution_ids":["https://openalex.org/I4210149833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027348414","display_name":"Isabelle Badoc","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099838","display_name":"Intergroupe Francophone de Canc\u00e9rologie Thoracique","ror":"https://ror.org/01tkejf16","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210099838"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Badoc","raw_affiliation_strings":["Isabelle Badoc Generix Group, 8 Rue Simone IFF, 75012, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isabelle Badoc Generix Group, 8 Rue Simone IFF, 75012, Paris, France","institution_ids":["https://openalex.org/I4210099838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072202242"],"corresponding_institution_ids":["https://openalex.org/I4210149833"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.1448,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89249846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"13","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980999827384949,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9970999956130981,"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/inference","display_name":"Inference","score":0.6317999958992004},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5958999991416931},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.531499981880188},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5228000283241272},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.46000000834465027},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45590001344680786},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.44029998779296875},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.42820000648498535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4226999878883362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7426000237464905},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6317999958992004},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5958999991416931},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.531499981880188},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5228000283241272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5087000131607056},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.46000000834465027},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45590001344680786},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.44029998779296875},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.42820000648498535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39160001277923584},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3756999969482422},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.36500000953674316},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3587999939918518},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.35440000891685486},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34709998965263367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3352999985218048},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.3264999985694885},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2896000146865845},{"id":"https://openalex.org/C2781345722","wikidata":"https://www.wikidata.org/wiki/Q5308388","display_name":"Drop (telecommunication)","level":2,"score":0.2711000144481659},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.2660999894142151},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2578999996185303}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11760-025-04301-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04301-6","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,"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"},{"id":"pmh:oai:HAL:hal-05252071v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05252071","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Signal, Image and Video Processing, 2025, 19 (13), pp.1066. ⟨10.1007/s11760-025-04301-6⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1963826206","https://openalex.org/W2024165284","https://openalex.org/W2102605133","https://openalex.org/W2119412403","https://openalex.org/W2469230926","https://openalex.org/W2520489243","https://openalex.org/W2570343428","https://openalex.org/W2963037989","https://openalex.org/W2963122961","https://openalex.org/W2963150697","https://openalex.org/W2963795951","https://openalex.org/W2964266063","https://openalex.org/W3034513523","https://openalex.org/W3035016149","https://openalex.org/W3096609285","https://openalex.org/W3138516171","https://openalex.org/W3176640650","https://openalex.org/W4297099474"],"related_works":["https://openalex.org/W2737719445","https://openalex.org/W2898210368","https://openalex.org/W4239098401","https://openalex.org/W2382480268","https://openalex.org/W1976518449","https://openalex.org/W2732837990","https://openalex.org/W2363366881","https://openalex.org/W4292830139","https://openalex.org/W4319309705","https://openalex.org/W2965594636"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}