{"id":"https://openalex.org/W3086589123","doi":"https://doi.org/10.1007/978-3-030-59006-2_16","title":"Video Footage Highlight Detection in Formula 1 Through Vehicle Recognition with Faster R-CNN Trained on Game Footage","display_name":"Video Footage Highlight Detection in Formula 1 Through Vehicle Recognition with Faster R-CNN Trained on Game Footage","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3086589123","doi":"https://doi.org/10.1007/978-3-030-59006-2_16","mag":"3086589123"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59006-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59006-2_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5038887147","display_name":"Ruan Spijkerman","orcid":"https://orcid.org/0000-0003-4196-2743"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Ruan Spijkerman","raw_affiliation_strings":["University of Johannesburg, Kingsway Avenue and University Rds, Auckland Park, Johannesburg, 2092, South Africa"],"raw_orcid":"https://orcid.org/0000-0003-4196-2743","affiliations":[{"raw_affiliation_string":"University of Johannesburg, Kingsway Avenue and University Rds, Auckland Park, Johannesburg, 2092, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068464834","display_name":"Dustin van der Haar","orcid":"https://orcid.org/0000-0002-5632-1220"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Dustin van der Haar","raw_affiliation_strings":["University of Johannesburg, Kingsway Avenue and University Rds, Auckland Park, Johannesburg, 2092, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-5632-1220","affiliations":[{"raw_affiliation_string":"University of Johannesburg, Kingsway Avenue and University Rds, Auckland Park, Johannesburg, 2092, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038887147"],"corresponding_institution_ids":["https://openalex.org/I24027795"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.126,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51373688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"176","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9865999817848206,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9865999817848206,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9750000238418579,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/haar-like-features","display_name":"Haar-like features","score":0.8992652893066406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8222313523292542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7401398420333862},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6834017038345337},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6579810976982117},{"id":"https://openalex.org/keywords/haar","display_name":"Haar","score":0.6324854493141174},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.628425657749176},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5514560341835022},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.551340639591217},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.511179506778717},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5083162188529968},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.5040463805198669},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48635798692703247},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.4334610104560852},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2574891149997711},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.1820923089981079},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.15161359310150146},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.08219340443611145}],"concepts":[{"id":"https://openalex.org/C123134398","wikidata":"https://www.wikidata.org/wiki/Q2493819","display_name":"Haar-like features","level":5,"score":0.8992652893066406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222313523292542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7401398420333862},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6834017038345337},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6579810976982117},{"id":"https://openalex.org/C187029792","wikidata":"https://www.wikidata.org/wiki/Q2179112","display_name":"Haar","level":3,"score":0.6324854493141174},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.628425657749176},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5514560341835022},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.551340639591217},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.511179506778717},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5083162188529968},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.5040463805198669},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48635798692703247},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.4334610104560852},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2574891149997711},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.1820923089981079},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.15161359310150146},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.08219340443611145},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-59006-2_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59006-2_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1968194252","https://openalex.org/W2028918143","https://openalex.org/W2145809739","https://openalex.org/W2158542403","https://openalex.org/W2164598857","https://openalex.org/W2269387402","https://openalex.org/W2405334833","https://openalex.org/W2510352715","https://openalex.org/W2593792475","https://openalex.org/W2893538180","https://openalex.org/W2909469820","https://openalex.org/W2921387743","https://openalex.org/W2941913704","https://openalex.org/W2945408271","https://openalex.org/W3008534822"],"related_works":["https://openalex.org/W1607467862","https://openalex.org/W3209088864","https://openalex.org/W2135696199","https://openalex.org/W2428917179","https://openalex.org/W2923779623","https://openalex.org/W2765176701","https://openalex.org/W2088542616","https://openalex.org/W4214639958","https://openalex.org/W3004316149","https://openalex.org/W1982577389"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"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"}