{"id":"https://openalex.org/W7166345417","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","title":"A YOLO-based Method for Object Contour Detection and Recognition in Video Sequences","display_name":"A YOLO-based Method for Object Contour Detection and Recognition in Video Sequences","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W7166345417","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf"},"language":"en","primary_location":{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper5.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010975999","display_name":"Mariya Nazarkevych","orcid":"https://orcid.org/0000-0002-6528-9867","observed_orcids":["https://orcid.org/0000-0002-6528-9867"]},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mariia Nazarkevych","raw_affiliation_strings":["Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-6528-9867","affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017686051","display_name":"Maryna Kostiak","orcid":"https://orcid.org/0000-0002-6667-7693","observed_orcids":["https://orcid.org/0000-0002-6667-7693"]},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maryna Kostiak","raw_affiliation_strings":["Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-6667-7693","affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083372440","display_name":"Nazar Oleksiv","orcid":"https://orcid.org/0000-0001-7821-3522","observed_orcids":["https://orcid.org/0000-0001-7821-3522"]},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nazar Oleksiv","raw_affiliation_strings":["Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-7821-3522","affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014873401","display_name":"Victoria Vysotska","orcid":"https://orcid.org/0000-0001-6417-3689","observed_orcids":["https://orcid.org/0000-0001-6417-3689","https://orcid.org/0009-0002-0319-1909"]},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Victoria Vysotska","raw_affiliation_strings":["Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine"],"raw_orcid":"https://orcid.org/0009-0002-0319-1909","affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University , 12 Stepan Bandera str. , Lviv , 79013 , Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5139489029","display_name":"Andrii-Taras Shvahuliak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii-Taras Shvahuliak","raw_affiliation_strings":["Lviv Ivan Franko National University , 1 Universytetska str. , Lviv , 79000 , Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Ivan Franko National University , 1 Universytetska str. , Lviv , 79000 , Ukraine","institution_ids":["https://openalex.org/I200280692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1401,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36534242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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":0.0010999999940395355,"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/T12549","display_name":"Image and Object Detection Techniques","score":9.999999747378752e-05,"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/yolo","display_name":"YOLO","score":0.8349999785423279},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.8169999718666077},{"id":"https://openalex.org/keywords/object-contour-detection","display_name":"object contour detection","score":0.8029999732971191},{"id":"https://openalex.org/keywords/real-time-video-processing","display_name":"real-time video processing","score":0.7929999828338623},{"id":"https://openalex.org/keywords/clustering-based-segmentation","display_name":"clustering-based segmentation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/histogram-based-segmentation","display_name":"histogram-based segmentation","score":0.8679999709129333},{"id":"https://openalex.org/keywords/image-filtering","display_name":"image filtering","score":0.6650000214576721},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.5600000023841858},{"id":"https://openalex.org/keywords/object-extraction","display_name":"object extraction","score":0.37599998712539673}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7512999773025513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699400007724762},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6480000019073486},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5867999792098999},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5771999955177307},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.52920001745224},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.49790000915527344},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4440000057220459},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4244000017642975},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.42399999499320984},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.4027000069618225},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3801000118255615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.357699990272522},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.33009999990463257},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C14551309","wikidata":"https://www.wikidata.org/wiki/Q4636325","display_name":"3D single-object recognition","level":4,"score":0.313400000333786},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2778852477","wikidata":"https://www.wikidata.org/wiki/Q313614","display_name":"Video camera","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.26930001378059387}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper5.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.55056/ceur-ws.org/vol-3654/paper5.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3654/paper5.pdf","source":{"id":"https://openalex.org/S7407107818","display_name":"Workshop on Cybersecurity Providing in Information and Telecommunication Systems (CPITS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3654: Proceedings of the Workshop Cybersecurity Providing in Information and Telecommunication Systems (CPITS 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166345417.pdf","grobid_xml":"https://content.openalex.org/works/W7166345417.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W1995907187","https://openalex.org/W2086402015","https://openalex.org/W2529768246","https://openalex.org/W2992536044","https://openalex.org/W3015913553","https://openalex.org/W3124702204","https://openalex.org/W4308214147","https://openalex.org/W4386624601","https://openalex.org/W4387849426","https://openalex.org/W4388032919","https://openalex.org/W4388049784","https://openalex.org/W4388192421","https://openalex.org/W4388519557","https://openalex.org/W4388813895","https://openalex.org/W4390224307","https://openalex.org/W4390875033","https://openalex.org/W4390879275","https://openalex.org/W4391019927","https://openalex.org/W4391112488","https://openalex.org/W4391301650","https://openalex.org/W4391301676","https://openalex.org/W4400036273","https://openalex.org/W4402921155","https://openalex.org/W6930045626","https://openalex.org/W7166297577"],"related_works":["https://openalex.org/W4402974270","https://openalex.org/W4402389076","https://openalex.org/W4411864500","https://openalex.org/W4362544808","https://openalex.org/W3195623684","https://openalex.org/W3160305450","https://openalex.org/W7197938610","https://openalex.org/W2963251476","https://openalex.org/W2986157805","https://openalex.org/W4388937284"],"abstract_inverted_index":{"A":[0],"method":[1,34],"for":[2,95,153,182,217],"recognizing":[3],"the":[4,21,53,56,62,75,82,101,105,112,119,131,141,190,212],"contours":[5,54],"of":[6,35,39,55,67,71,103,107,114,122,125,130,140,162,185,222],"objects":[7,40,44,219],"in":[8,28,41,48,61,136,220],"a":[9,49,174,180],"video":[10,22,50],"data":[11,16],"stream":[12],"is":[13,134],"proposed.":[14],"The":[15,58,128,138,176,200],"will":[17,25,31,45,206],"be":[18,26,46,207],"uploaded":[19],"using":[20,173,196],"camera.":[23],"Objects":[24],"recognized":[27],"real-time.":[29,42],"We":[30],"use":[32],"YOLO\u2014a":[33],"identification":[36,184,205],"and":[37,78,92,110,116,144,171],"recognition":[38,80],"Recognized":[43],"recorded":[47],"sequence":[51],"showing":[52],"objects.":[57],"approach":[59],"proposed":[60],"project":[63],"reasonably":[64],"synthesizes":[65],"methods":[66,159,161,165,172,194],"artificial":[68],"intelligence,":[69],"theories":[70],"computer":[72,151],"vision":[73,152],"on":[74,81,167,189,203],"one":[76],"hand,":[77],"pattern":[79],"other;":[83],"it":[84,86],"makes":[85],"possible":[87],"to":[88,118,150,211],"obtain":[89],"control":[90],"influences":[91],"mathematical":[93,123],"functions":[94],"decision-making":[96],"at":[97],"every":[98],"moment":[99],"with":[100],"possibility":[102],"analyzing":[104],"influence":[106],"external":[108],"factors":[109],"forecasting":[111],"flow":[113],"processes":[115],"refers":[117],"fundamental":[120],"problems":[121],"modeling":[124],"real":[126],"processes.":[127],"installation":[129],"neural":[132,142],"network":[133,143],"shown":[135],"detail.":[137],"characteristics":[139],"its":[145],"capabilities":[146],"are":[147,156,160],"shown.":[148,157],"Approaches":[149],"object":[154],"extraction":[155],"Well-known":[158],"expanding":[163],"areas,":[164],"based":[166,188],"clustering,":[168],"contour":[169],"selection,":[170],"histogram.":[175],"work":[177],"envisages":[178],"building":[179],"system":[181],"rapid":[183],"combat":[186],"vehicles":[187],"latest":[191],"image":[192],"filtering":[193],"developed":[195,213],"deep":[197],"learning":[198],"methods.":[199],"time":[201],"spent":[202],"machine":[204],"10\u201320%":[208],"shorter,":[209],"thanks":[210],"new":[214],"information":[215],"technology":[216],"detecting":[218],"conditions":[221],"rapidly":[223],"changing":[224],"information.":[225]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-06-28T00:00:00"}