{"id":"https://openalex.org/W4416640593","doi":"https://doi.org/10.1016/j.procs.2025.10.176","title":"Real-Time Football Match Analysis: Leveraging YOLO for Enhanced Object Detection and Possession Tracking","display_name":"Real-Time Football Match Analysis: Leveraging YOLO for Enhanced Object Detection and Possession Tracking","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416640593","doi":"https://doi.org/10.1016/j.procs.2025.10.176"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2025.10.176","doi":"https://doi.org/10.1016/j.procs.2025.10.176","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.10.176","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2025.10.176","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091249460","display_name":"Khalil M. Ahmad Yousef","orcid":"https://orcid.org/0000-0002-0737-4107","observed_orcids":["https://orcid.org/0000-0002-0737-4107"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Khalil M. Ahmad Yousef","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120426975","display_name":"Ahmad El-Haj","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad El-Haj","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009006174","display_name":"Bassam Jamil Mohd","orcid":"https://orcid.org/0000-0002-9805-1740","observed_orcids":["https://orcid.org/0000-0002-9805-1740"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Bassam J. Mohd","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120426976","display_name":"Nermin Dawoud","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nermin Dawoud","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120564238","display_name":"Salahaldeen Alnaimat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Salahaldeen Alnaimat","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101321972","display_name":"Ahmad Saleh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Saleh","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, The Hashemite University, P.O. Box 330127, Zarqa 13133, Jordan","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091249460"],"corresponding_institution_ids":["https://openalex.org/I157392197"],"apc_list":null,"apc_paid":null,"fwci":1.0237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81747945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"272","issue":null,"first_page":"38","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9125999808311462,"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":0.9125999808311462,"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":0.08219999819993973,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.0010000000474974513,"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/football-match-analysis","display_name":"football match analysis","score":0.9919999837875366},{"id":"https://openalex.org/keywords/real-time-object-detection","display_name":"real-time object detection","score":0.7730000019073486},{"id":"https://openalex.org/keywords/yolov8x","display_name":"YOLOv8x","score":0.9919999837875366},{"id":"https://openalex.org/keywords/player-tracking","display_name":"player tracking","score":0.7369999885559082},{"id":"https://openalex.org/keywords/ball-detection","display_name":"ball detection","score":0.7570000290870667},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.9900000095367432},{"id":"https://openalex.org/keywords/sports-analytics","display_name":"sports analytics","score":0.6830000281333923},{"id":"https://openalex.org/keywords/sports-broadcasting","display_name":"sports broadcasting","score":0.7570000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8723999857902527},{"id":"https://openalex.org/C2778444522","wikidata":"https://www.wikidata.org/wiki/Q1081491","display_name":"Football","level":2,"score":0.7940999865531921},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5892999768257141},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5799000263214111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5404999852180481},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4740999937057495},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45190000534057617},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4287000000476837},{"id":"https://openalex.org/C122041747","wikidata":"https://www.wikidata.org/wiki/Q838611","display_name":"Ball (mathematics)","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.3628000020980835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35839998722076416},{"id":"https://openalex.org/C2780193096","wikidata":"https://www.wikidata.org/wiki/Q3543662","display_name":"Possession (linguistics)","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.32190001010894775},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.3192000091075897},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29809999465942383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2784000039100647},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2612999975681305},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2025.10.176","doi":"https://doi.org/10.1016/j.procs.2025.10.176","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.10.176","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2025.10.176","doi":"https://doi.org/10.1016/j.procs.2025.10.176","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2025.10.176","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W1861492603","https://openalex.org/W3138706034","https://openalex.org/W4404788097","https://openalex.org/W4407759488","https://openalex.org/W4409889410","https://openalex.org/W4410468393"],"related_works":["https://openalex.org/W4408898344","https://openalex.org/W7172216145","https://openalex.org/W7155154231","https://openalex.org/W4408941466","https://openalex.org/W7167045986","https://openalex.org/W7128968766","https://openalex.org/W7165658938","https://openalex.org/W4416102057","https://openalex.org/W7133567459","https://openalex.org/W4410468393"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,34,85],"novel,":[4],"real-time":[5],"computer":[6],"vision":[7],"system":[8,93,115],"for":[9,119],"comprehensive":[10],"football":[11,54,111],"match":[12],"analysis,":[13],"focusing":[14],"on":[15,100,104],"the":[16,25,44,113],"accurate":[17],"detection":[18,63],"and":[19,24,40,48,75,108,123,132],"tracking":[20],"of":[21,38,51,72],"players,":[22],"referees,":[23],"ball.":[26],"Leveraging":[27],"advanced":[28,124],"YOLO-based":[29],"models,":[30,42],"this":[31],"research":[32],"conducted":[33],"rigorous":[35],"comparative":[36],"evaluation":[37],"YOLOv8x":[39,59],"YOLOv12x":[41,52,61],"marking":[43],"first":[45],"documented":[46],"application":[47],"performance":[49],"comparison":[50],"in":[53,62,70],"analytics.":[55],"Our":[56],"findings":[57],"show":[58],"outperforms":[60],"accuracy":[64],"(F1-score),":[65],"despite":[66],"YOLOv12x's":[67],"higher":[68],"efficiency":[69],"terms":[71],"fewer":[73],"parameters":[74],"lower":[76],"inference":[77],"time.":[78],"To":[79],"enhance":[80],"ball":[81,97],"detection,":[82],"we":[83],"integrated":[84],"Kalman":[86],"filter,":[87],"significantly":[88],"boosting":[89],"its":[90],"F1-score.":[91],"The":[92],"also":[94],"precisely":[95],"calculates":[96],"possession":[98],"based":[99],"player-to-ball":[101],"proximity.":[102],"Tested":[103],"both":[105],"local":[106],"Jordanian":[107],"diverse":[109],"global":[110],"matches,":[112],"proposed":[114],"offers":[116],"substantial":[117],"potential":[118],"improving":[120],"sports":[121],"broadcasting":[122],"analytics,":[125],"providing":[126],"deeper":[127],"insights":[128],"into":[129],"game":[130],"dynamics":[131],"player":[133],"performance.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-11-25T00:00:00"}
