{"id":"https://openalex.org/W2980829613","doi":"https://doi.org/10.5220/0008957606850694","title":"Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos","display_name":"Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2980829613","doi":"https://doi.org/10.5220/0008957606850694","mag":"2980829613"},"language":"en","primary_location":{"id":"doi:10.5220/0008957606850694","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008957606850694","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0008957606850694","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110671790","display_name":"Hugo Chaves","orcid":null},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Hugo Chaves","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059108281","display_name":"Kevyn Swhants dos Santos Ribeiro","orcid":"https://orcid.org/0000-0002-0060-9663"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kevyn Ribeiro","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101418866","display_name":"Andr\u00e9 Brito","orcid":"https://orcid.org/0000-0002-2583-9692"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Brito","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043984597","display_name":"Hemerson Tacon","orcid":null},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hemerson Tacon","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103025133","display_name":"Marcelo Luiz Campos Vieira","orcid":"https://orcid.org/0000-0003-4319-715X"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Vieira","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023353473","display_name":"A. S. Cerqueira","orcid":"https://orcid.org/0000-0002-4300-703X"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Augusto Cerqueira","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038412730","display_name":"Saulo Moraes Villela","orcid":"https://orcid.org/0000-0001-5958-4766"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Saulo Villela","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029704228","display_name":"Helena de Almeida Maia","orcid":"https://orcid.org/0000-0002-8253-9004"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helena Maia","raw_affiliation_strings":["Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047167947","display_name":"Darwin Ttito Concha","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Darwin Concha","raw_affiliation_strings":["Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065725754","display_name":"H\u00e9lio Pedrini","orcid":"https://orcid.org/0000-0003-0125-630X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helio Pedrini","raw_affiliation_strings":["Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, --- Select a Country ---","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5110671790"],"corresponding_institution_ids":["https://openalex.org/I101100930"],"apc_list":null,"apc_paid":null,"fwci":0.1962,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46930283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"685","last_page":"694"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9954000115394592,"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":0.9889000058174133,"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/humanities","display_name":"Humanities","score":0.5693548917770386},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.5690829157829285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.422953337430954},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.19812113046646118}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.5693548917770386},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5690829157829285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.422953337430954},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.19812113046646118}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0008957606850694","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008957606850694","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:americanae.aecid.es:2275108","is_oa":true,"landing_page_url":"http://americanae.aecid.es/americanae/es/registros/registro.do?tipoRegistro=MTD&idBib=2275108","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UFJF","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:hermes.cpd.ufjf.br:ufjf/10957","is_oa":true,"landing_page_url":"https://repositorio.ufjf.br/jspui/handle/ufjf/10957","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UFJF","raw_type":"info:eu-repo/semantics/masterThesis"}],"best_oa_location":{"id":"doi:10.5220/0008957606850694","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008957606850694","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2118097920","https://openalex.org/W2127589108","https://openalex.org/W2145287260","https://openalex.org/W2408241409","https://openalex.org/W2470394683","https://openalex.org/W2776035257","https://openalex.org/W2800097228","https://openalex.org/W2913466142","https://openalex.org/W2963816853","https://openalex.org/W2964287480","https://openalex.org/W3091905774"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036"],"abstract_inverted_index":{"Nos":[0],"ultimos":[1],"anos,":[2],"os":[3,125,230],"avancos":[4],"em":[5,38,115,208],"Aprendizado":[6],"Profundo":[7],"revolucionaram":[8],"diversas":[9],"sub-":[10],"areas":[11],"da":[12,35,189,214,221,246],"Visao":[13],"Computacional,":[14],"incluindo":[15],"o":[16,87,149,151],"Rastreamento":[17,70],"de":[18,24,69,71,111,113,117,119,122,147,161,168,174,180,191,201,225,233],"Objetos":[19,72],"Visuais.":[20,73],"Um":[21,138],"tipo":[22],"especial":[23],"rede":[25,80],"neural":[26,81],"profunda,":[27],"a":[28,33,51,56,109,128,131,143,187,211,217,242],"Rede":[29],"Neural":[30],"Siamesa,":[31],"chamou":[32],"atencao":[34],"comunidade":[36,57],"especializada":[37],"rastreamento.":[39,85],"Ela":[40],"possui":[41],"baixo":[42],"custo":[43],"computacional":[44],"e":[45,121,130,141,182,227,235],"alta":[46],"efi":[47],"cacia":[48],"para":[49,95,164,185,229],"comparar":[50],"similaridade":[52],"entre":[53],"objetos.":[54],"Atualmente,":[55],"cienti":[58],"ca":[59],"atingiu":[60],"resultados":[61],"notaveis":[62],"ao":[63,67,89],"aplicar":[64],"tais":[65],"redes":[66],"problema":[68,88],"No":[74],"entanto,":[75],"observou-se":[76],"que":[77],"limitacoes":[78],"dessa":[79],"impactam":[82],"negativamente":[83],"no":[84],"Superou-se":[86],"se":[90],"obter":[91],"um":[92,162,166,175],"novo":[93],"descritor":[94,139],"referencia":[96],"do":[97,135,172,244],"objeto":[98],"combinando":[99],"descritores":[100,114],"passados":[101],"fornecidos":[102],"pelo":[103],"rastreador.":[104],"Em":[105],"particular,":[106],"foi":[107],"proposto":[108],"combinacao":[110],"sinal":[112],"blocos":[116,146],"memorias":[118],"longo":[120],"curto":[123,192],"prazo,":[124],"quais":[126],"representam":[127],"primeira":[129],"mais":[132],"recente":[133],"aparencia":[134],"objeto,":[136],"respectivamente.":[137],"nal":[140],"gerado":[142],"partir":[144],"desses":[145],"memoria,":[148],"qual":[150],"rastreador":[152],"usa":[153],"como":[154],"referencia.":[155],"Este":[156],"trabalho":[157,240],"enfatizou-se":[158],"na":[159,199],"obtencao":[160],"metodo":[163],"calcular":[165],"banco":[167,179],"ltros":[169,181],"otimizado":[170],"atraves":[171],"uso":[173],"algoritmo":[176],"genetico.":[177],"O":[178],"utilizado":[183],"entao":[184],"gerar":[186],"saida":[188],"memoria":[190],"prazo.":[193],"De":[194],"acordo":[195],"com":[196,210],"experimentos":[197],"realizados":[198],"base":[200],"dados":[202],"OTB,":[203],"esta":[204],"proposta":[205,212],"apresenta":[206],"ganhos":[207,224],"comparacao":[209],"original":[213],"SiamFC.":[215],"Considerando":[216],"metrica":[218],"area":[219],"abaixo":[220],"curva,":[222],"ha":[223],"7.4%":[226],"3.0%":[228],"gra":[231],"cos":[232],"precisao":[234],"sucesso,":[236],"respectivamente,":[237],"tornando":[238],"este":[239],"comparavel":[241],"metodos":[243],"estato":[245],"arte.":[247]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
