{"id":"https://openalex.org/W2980745957","doi":"https://doi.org/10.1109/ispa.2019.8868704","title":"Transfer learning for the classification of video-recorded crowd movements","display_name":"Transfer learning for the classification of video-recorded crowd movements","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2980745957","doi":"https://doi.org/10.1109/ispa.2019.8868704","mag":"2980745957"},"language":"en","primary_location":{"id":"doi:10.1109/ispa.2019.8868704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa.2019.8868704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5077701821","display_name":"Mounir Bendali-Braham","orcid":"https://orcid.org/0000-0002-6863-8452"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mounir Bendali-Braham","raw_affiliation_strings":["IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)","institution_ids":["https://openalex.org/I4210115519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032791589","display_name":"Jonathan Weber","orcid":"https://orcid.org/0000-0002-3694-4703"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jonathan Weber","raw_affiliation_strings":["IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)","institution_ids":["https://openalex.org/I4210115519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030958578","display_name":"Germain Forestier","orcid":"https://orcid.org/0000-0002-4960-7554"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Germain Forestier","raw_affiliation_strings":["IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)","institution_ids":["https://openalex.org/I4210115519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077151661","display_name":"Lhassane Idoumghar","orcid":"https://orcid.org/0000-0001-8853-3968"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lhassane Idoumghar","raw_affiliation_strings":["IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)","institution_ids":["https://openalex.org/I4210115519"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014963512","display_name":"Pierre-Alain M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Alain Muller","raw_affiliation_strings":["IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIMAS, Universit\u00e9 de Haute-Alsace, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]},{"raw_affiliation_string":"IRIMAS - Institut de Recherche en Informatique Math\u00e9matiques Automatique Signal - IRIMAS - UR 7499 (12 rue des Fr\u00e8res Lumi\u00e8re - 68093 MULHOUSE Cedex - France)","institution_ids":["https://openalex.org/I4210115519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"271","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"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":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.8041532635688782},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6596394181251526},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.622187614440918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6178682446479797},{"id":"https://openalex.org/keywords/public-security","display_name":"Public security","score":0.48830509185791016},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48267224431037903},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.45999109745025635},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4366673231124878},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39722713828086853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3845597505569458},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06275597214698792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8041532635688782},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6596394181251526},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.622187614440918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6178682446479797},{"id":"https://openalex.org/C2986045029","wikidata":"https://www.wikidata.org/wiki/Q294240","display_name":"Public security","level":2,"score":0.48830509185791016},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48267224431037903},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.45999109745025635},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4366673231124878},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39722713828086853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3845597505569458},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06275597214698792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ispa.2019.8868704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa.2019.8868704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03205966v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03205966","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":"International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2019, Dubrovnik, Croatia. pp.271-276, &#x27E8;10.1109/ISPA.2019.8868704&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7812829469","display_name":"Organized Pedestrian Movement in Public Spaces: Preparation and Crisis Management of Urban Parades and Demonstration Marches with High Conflict Potential","funder_award_id":"ANR-16-SEBM-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W31178829","https://openalex.org/W1522734439","https://openalex.org/W1578985305","https://openalex.org/W1908017399","https://openalex.org/W2016053056","https://openalex.org/W2043277560","https://openalex.org/W2051825853","https://openalex.org/W2065994824","https://openalex.org/W2068627809","https://openalex.org/W2079023123","https://openalex.org/W2105101328","https://openalex.org/W2108598243","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2259801182","https://openalex.org/W2424778531","https://openalex.org/W2464754550","https://openalex.org/W2600200270","https://openalex.org/W2605127999","https://openalex.org/W2608988379","https://openalex.org/W2618711833","https://openalex.org/W2619947201","https://openalex.org/W2622562842","https://openalex.org/W2739621194","https://openalex.org/W2769122686","https://openalex.org/W2790571983","https://openalex.org/W2808410278","https://openalex.org/W2884960332","https://openalex.org/W2889567228","https://openalex.org/W2895554091","https://openalex.org/W2896211235","https://openalex.org/W2963524571","https://openalex.org/W2963795951","https://openalex.org/W3095433202","https://openalex.org/W6654335291","https://openalex.org/W6684191040","https://openalex.org/W6736855692","https://openalex.org/W6748865081"],"related_works":["https://openalex.org/W2184114188","https://openalex.org/W2348328675","https://openalex.org/W3201126466","https://openalex.org/W4234486410","https://openalex.org/W2353407213","https://openalex.org/W3130582205","https://openalex.org/W2479613937","https://openalex.org/W2738039334","https://openalex.org/W2135699798","https://openalex.org/W4402851963"],"abstract_inverted_index":{"The":[0,69],"automatic":[1],"recognition":[2],"of":[3,14,27,61,71,82],"a":[4,9,40],"crowd":[5,62],"movement":[6],"captured":[7],"by":[8],"CCTV":[10],"camera":[11],"can":[12],"be":[13],"considerable":[15],"help":[16],"to":[17,23,38,57],"security":[18],"forces":[19],"whose":[20],"mission":[21],"is":[22],"ensure":[24],"the":[25,30,43,50,53,65,78],"safety":[26],"people":[28],"on":[29,49],"public":[31],"area.":[32],"In":[33],"this":[34],"context,":[35],"we":[36],"propose":[37],"fine-tune":[39],"model":[41,73],"from":[42,64],"TwoStream":[44],"Inflated":[45],"3D":[46],"architecture,":[47],"pre-trained":[48],"ImageNet":[51],"and":[52],"Kinetics":[54],"source":[55],"datasets,":[56],"classify":[58],"video":[59],"sequences":[60],"movements":[63],"Crowd-11":[66],"target":[67],"dataset.":[68],"evaluation":[70],"our":[72],"demonstrates":[74],"its":[75],"superiority":[76],"over":[77],"state-of-the-art":[79],"in":[80],"terms":[81],"classification":[83],"accuracy.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
