{"id":"https://openalex.org/W2224717723","doi":null,"title":"Retina enhanced bag of words descriptors for video classification","display_name":"Retina enhanced bag of words descriptors for video classification","publication_year":2014,"publication_date":"2014-09-02","ids":{"openalex":"https://openalex.org/W2224717723","mag":"2224717723"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-01096114v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-01096114","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EUSIPCO 2014, Sep 2014, Lisbon, Portugal","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5063739227","display_name":"Tiberius Strat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Strat, Tiberius","raw_affiliation_strings":["LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)","institution_ids":["https://openalex.org/I70900168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067804280","display_name":"Alexandre Beno\u00eet","orcid":"https://orcid.org/0000-0002-0627-4948","observed_orcids":["https://orcid.org/0000-0002-0627-4948"]},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit, Alexandre","raw_affiliation_strings":["LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)","institution_ids":["https://openalex.org/I70900168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091687210","display_name":"Patrick Lambert","orcid":"https://orcid.org/0000-0003-0478-9443","observed_orcids":["https://orcid.org/0000-0003-0478-9443"]},"institutions":[{"id":"https://openalex.org/I70900168","display_name":"Universit\u00e9 Savoie Mont Blanc","ror":"https://ror.org/04gqg1a07","country_code":"FR","type":"education","lineage":["https://openalex.org/I70900168"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lambert, Patrick","raw_affiliation_strings":["LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISTIC - Laboratoire d'Informatique, Syst\u00e8mes, Traitement de l'Information et de la Connaissance (BP 80439 74944 ANNECY LE VIEUX Cedex - France)","institution_ids":["https://openalex.org/I70900168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I70900168"],"apc_list":null,"apc_paid":null,"fwci":0.7003,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72549866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.6425999999046326,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.6425999999046326,"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/T11439","display_name":"Video Analysis and Summarization","score":0.17749999463558197,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.17219999432563782,"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/bag-of-visual-words","display_name":"bag of visual words","score":0.9300000071525574},{"id":"https://openalex.org/keywords/video-classification","display_name":"video classification","score":0.8190000057220459},{"id":"https://openalex.org/keywords/retina-model","display_name":"retina model","score":0.6679999828338623},{"id":"https://openalex.org/keywords/video-preprocessing","display_name":"video preprocessing","score":0.6759999990463257},{"id":"https://openalex.org/keywords/spatio-temporal-features","display_name":"spatio-temporal features","score":0.8560000061988831},{"id":"https://openalex.org/keywords/local-descriptors","display_name":"local descriptors","score":0.7139999866485596},{"id":"https://openalex.org/keywords/sift","display_name":"SIFT","score":0.8420000076293945},{"id":"https://openalex.org/keywords/surf","display_name":"SURF","score":1.0},{"id":"https://openalex.org/keywords/freaks","display_name":"freaks","score":0.9980000257492065},{"id":"https://openalex.org/keywords/semantic-video-indexing","display_name":"semantic video indexing","score":0.7379999756813049}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8447028398513794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7431663870811462},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.7225778698921204},{"id":"https://openalex.org/C2776717989","wikidata":"https://www.wikidata.org/wiki/Q19410276","display_name":"FREAK","level":2,"score":0.7145150303840637},{"id":"https://openalex.org/C13672336","wikidata":"https://www.wikidata.org/wiki/Q3460803","display_name":"Bag-of-words model","level":2,"score":0.699046790599823},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6700001955032349},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6632452011108398},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6021075248718262},{"id":"https://openalex.org/C167611913","wikidata":"https://www.wikidata.org/wiki/Q6884747","display_name":"Bag-of-words model in computer vision","level":5,"score":0.5821008682250977},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5749257802963257},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.5177249312400818},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4888386130332947},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.466429740190506},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43855246901512146},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41417303681373596},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.27562451362609863},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.26319342851638794},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25038260221481323},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:HAL:hal-01096114v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-01096114","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EUSIPCO 2014, Sep 2014, Lisbon, Portugal","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W60493759","https://openalex.org/W198910362","https://openalex.org/W1025906203","https://openalex.org/W1976921161","https://openalex.org/W1995266040","https://openalex.org/W2014239471","https://openalex.org/W2062903088","https://openalex.org/W2074210274","https://openalex.org/W2105101328","https://openalex.org/W2115536324","https://openalex.org/W2131846894","https://openalex.org/W2151103935","https://openalex.org/W2163922914","https://openalex.org/W2610537166","https://openalex.org/W6940868300"],"related_works":["https://openalex.org/W1967946766","https://openalex.org/W2008900714","https://openalex.org/W2014239471","https://openalex.org/W2092591739","https://openalex.org/W782706560","https://openalex.org/W2306947028","https://openalex.org/W7095930492","https://openalex.org/W21829200","https://openalex.org/W2171572547","https://openalex.org/W1935815778"],"abstract_inverted_index":{"This":[0,92],"paper":[1],"addresses":[2],"the":[3,15,30,36,48,52,57,74,83,95,109,130,144],"task":[4],"of":[5,38,60,85,97,129],"detecting":[6],"diverse":[7],"semantic":[8],"concepts":[9,63],"in":[10,35],"videos.":[11],"Within":[12],"this":[13,41,67],"context,":[14,69],"Bag":[16],"Of":[17],"Visual":[18],"Words":[19],"(BoW)":[20],"model,":[21],"inherited":[22],"from":[23],"sampled":[24],"video":[25,79],"keyframes":[26],"analysis,":[27],"is":[28,112],"among":[29],"most":[31],"popular":[32],"methods.":[33],"However,":[34],"case":[37],"image":[39],"sequences,":[40],"model":[42,76,111],"faces":[43],"new":[44],"difficulties":[45],"such":[46,102],"as":[47,103],"added":[49],"motion":[50],"information,":[51],"extra":[53],"computational":[54],"cost":[55],"and":[56,62,105,119,136,138],"increased":[58],"variability":[59],"content":[61],"to":[64,72,100,114,120],"handle.":[65],"Considering":[66],"spatio-temporal":[68,122],"we":[70,139],"propose":[71],"extend":[73],"BoW":[75,90],"by":[77],"introducing":[78],"preprocessing":[80,93],"strategies":[81],"with":[82,126],"help":[84],"a":[86],"retinamodel,":[87],"before":[88],"extracting":[89],"descriptors.":[91,123],"increases":[94],"robustness":[96],"local":[98,132],"features":[99],"disturbances":[101],"noise":[104],"lighting":[106],"variations.":[107],"Additionally,":[108],"retina":[110],"used":[113],"detect":[115],"potentially":[116],"salient":[117],"areas":[118],"construct":[121],"We":[124],"experiment":[125],"three":[127],"state":[128],"art":[131],"features,":[133],"SIFT,":[134],"SURF":[135],"FREAK,":[137],"evaluate":[140],"our":[141],"results":[142],"on":[143],"TRECVid":[145],"2012":[146],"Semantic":[147],"Indexing":[148],"(SIN)":[149],"challenge.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
