{"id":"https://openalex.org/W3160301547","doi":"https://doi.org/10.3233/faia200553","title":"A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences","display_name":"A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences","publication_year":2020,"publication_date":"2020-09-15","ids":{"openalex":"https://openalex.org/W3160301547","doi":"https://doi.org/10.3233/faia200553","mag":"3160301547"},"language":"en","primary_location":{"id":"doi:10.3233/faia200553","is_oa":false,"landing_page_url":"https://doi.org/10.3233/faia200553","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5063683011","display_name":"Luis Brandon Garcia-Ortiz","orcid":"https://orcid.org/0000-0003-3304-1143"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Luis Brandon Garcia-Ortiz","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113393295","display_name":"Gabriel S\u00e1nchez-P\u00e9rez","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gabriel Sanchez-Perez","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032506113","display_name":"Aldo Hernandez-Suarez","orcid":"https://orcid.org/0000-0002-4867-2717"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Aldo Hernandez-Suarez","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034680605","display_name":"Jes\u00fas Olivares-Mercado","orcid":"https://orcid.org/0000-0002-0337-5364"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jesus Olivares-Mercado","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068877119","display_name":"H\u00e9ctor P\u00e9rez-Meana","orcid":"https://orcid.org/0000-0002-7786-2050"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hector Manuel Perez-Meana","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012597502","display_name":"Jos\u00e9 Portillo-Portillo","orcid":"https://orcid.org/0000-0001-8863-7804"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Portillo-Portillo","raw_affiliation_strings":["Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Secci\u00f3n de Estudios de Posgrado e Investigaci\u00f3n, Instituto Polit\u00e9cnico Nacional, M\u00e9xico City, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063683011"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":0.2469,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67084568,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9950000047683716,"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":0.9950000047683716,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9884999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.9298101663589478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.718399167060852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6139029264450073},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.59645015001297},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5523411631584167},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5216551423072815},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37258055806159973}],"concepts":[{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.9298101663589478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718399167060852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6139029264450073},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.59645015001297},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5523411631584167},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5216551423072815},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37258055806159973}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia200553","is_oa":false,"landing_page_url":"https://doi.org/10.3233/faia200553","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1622964048","https://openalex.org/W30315714","https://openalex.org/W1906975550","https://openalex.org/W1965274140","https://openalex.org/W779885325","https://openalex.org/W2150972844","https://openalex.org/W2393615320","https://openalex.org/W3110435694","https://openalex.org/W2121864739","https://openalex.org/W263122454"],"abstract_inverted_index":{"The":[0],"intention":[1],"of":[2,10,14],"this":[3,72],"article":[4],"is":[5,69],"to":[6,106],"implement":[7],"a":[8,22],"system":[9],"detection":[11,124],"and":[12,28,34,46,99,113,128],"segmentation":[13],"human":[15,47],"silhouettes,":[16],"the":[17,31,44,66,75,82,87,92,111,114,123],"above":[18],"mentioned":[19],"tasks":[20],"present":[21],"great":[23],"challenge":[24],"in":[25,30,49,78],"security":[26],"topics":[27],"innovation,":[29],"last":[32],"years":[33],"mainly":[35],"on":[36],"automated":[37],"video":[38,50],"surveillance":[39],"systems,":[40],"which":[41],"require":[42],"understanding":[43],"presence":[45],"interaction":[48],"sequences,":[51],"e.g.":[52],"Human":[53,57,60,83],"Computer":[54],"Interaction":[55],"(HCI),":[56],"Behaviour":[58],"comprehension,":[59],"fall":[61],"detection,":[62],"among":[63],"others,":[64],"but":[65],"most":[67],"important":[68],"behavioural":[70],"biometrics,":[71],"paper":[73],"tackles":[74],"common":[76],"step":[77],"these":[79],"research":[80],"areas:":[81],"silhouette":[84],"extraction":[85],"through":[86],"bounding":[88],"box.":[89],"To":[90],"evaluate":[91],"proposed":[93],"system,":[94],"standardized":[95],"databases":[96],"where":[97,110],"used":[98],"also":[100],"proper":[101],"videos":[102],"are":[103,116],"obtained":[104],"trying":[105],"emulate":[107],"real-world":[108],"scenarios,":[109],"quality":[112],"distance":[115],"factors":[117],"that":[118],"have":[119],"demonstrated":[120],"challenges":[121],"for":[122],"with":[125],"computer":[126],"vision":[127],"machine":[129],"learning.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}