{"id":"https://openalex.org/W2041050725","doi":"https://doi.org/10.1109/cvpr.2010.5540128","title":"Motion fields to predict play evolution in dynamic sport scenes","display_name":"Motion fields to predict play evolution in dynamic sport scenes","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2041050725","doi":"https://doi.org/10.1109/cvpr.2010.5540128","mag":"2041050725"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2010.5540128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2010.5540128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},"type":"article","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/A5100655391","display_name":"Kihwan Kim","orcid":"https://orcid.org/0000-0002-0502-9545"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kihwan Kim","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091742738","display_name":"Matthias Grundmann","orcid":"https://orcid.org/0000-0002-1352-0625"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthias Grundmann","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022467818","display_name":"Ariel Shamir","orcid":"https://orcid.org/0000-0001-7082-7845"},"institutions":[{"id":"https://openalex.org/I138898306","display_name":"Reichman University","ror":"https://ror.org/01px5cv07","country_code":"IL","type":"education","lineage":["https://openalex.org/I138898306"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ariel Shamir","raw_affiliation_strings":["Interdisciplinary Center, Herzliya, Israel","The Interdisciplinary Center Herzliya, Israel#TAB#"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center, Herzliya, Israel","institution_ids":["https://openalex.org/I138898306"]},{"raw_affiliation_string":"The Interdisciplinary Center Herzliya, Israel#TAB#","institution_ids":["https://openalex.org/I138898306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069055807","display_name":"Iain Matthews","orcid":"https://orcid.org/0009-0000-5004-2397"},"institutions":[{"id":"https://openalex.org/I4210142140","display_name":"Walt Disney (United States)","ror":"https://ror.org/04eg47h42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iain Matthews","raw_affiliation_strings":["Disney Research, Pittsburgh, PA, USA","Disney Res., Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Disney Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210142140"]},{"raw_affiliation_string":"Disney Res., Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210142140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011498939","display_name":"Jessica K. Hodgins","orcid":"https://orcid.org/0000-0002-1778-883X"},"institutions":[{"id":"https://openalex.org/I4210142140","display_name":"Walt Disney (United States)","ror":"https://ror.org/04eg47h42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Hodgins","raw_affiliation_strings":["Disney Research, Pittsburgh, PA, USA","Disney Res., Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Disney Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210142140"]},{"raw_affiliation_string":"Disney Res., Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210142140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070348998","display_name":"Irfan Essa","orcid":"https://orcid.org/0000-0002-6236-2969"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Irfan Essa","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100655391"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":5.4957,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96287508,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"840","last_page":"847"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9962999820709229,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9962999820709229,"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":0.9947999715805054,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.7735896110534668},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6366207599639893},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6172947883605957},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6068247556686401},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5970219969749451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5104367136955261},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.482526034116745},{"id":"https://openalex.org/keywords/motion-analysis","display_name":"Motion analysis","score":0.46959248185157776},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4657752215862274},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.44988635182380676},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.4481727182865143},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39388057589530945},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3675540089607239},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0833376944065094},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07033351063728333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7735896110534668},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6366207599639893},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6172947883605957},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6068247556686401},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5970219969749451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5104367136955261},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.482526034116745},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.46959248185157776},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4657752215862274},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.44988635182380676},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.4481727182865143},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39388057589530945},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3675540089607239},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0833376944065094},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07033351063728333},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvpr.2010.5540128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2010.5540128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.423.2660","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.423.2660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iainm.com/iainm/Publications_files/2010_Motion.pdf","raw_type":"text"},{"id":"pmh:oai:smartech.gatech.edu:1853/38306","is_oa":false,"landing_page_url":"http://hdl.handle.net/1853/38306","pdf_url":null,"source":{"id":"https://openalex.org/S4377196313","display_name":"SMARTech Repository (Georgia Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130701444","host_organization_name":"Georgia Institute of Technology","host_organization_lineage":["https://openalex.org/I130701444"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1496223696","https://openalex.org/W1524720103","https://openalex.org/W1539154803","https://openalex.org/W1592011777","https://openalex.org/W1597082087","https://openalex.org/W1597405158","https://openalex.org/W1975699646","https://openalex.org/W2006264228","https://openalex.org/W2016369756","https://openalex.org/W2022686119","https://openalex.org/W2092929058","https://openalex.org/W2105183220","https://openalex.org/W2115415549","https://openalex.org/W2130938974","https://openalex.org/W2139938665","https://openalex.org/W2140387805","https://openalex.org/W2163904290","https://openalex.org/W4248230377","https://openalex.org/W4251512373","https://openalex.org/W4255193216","https://openalex.org/W4285719527","https://openalex.org/W6632268950","https://openalex.org/W6635788775","https://openalex.org/W6677106985"],"related_works":["https://openalex.org/W1827696521","https://openalex.org/W2039848376","https://openalex.org/W2173450654","https://openalex.org/W2621720158","https://openalex.org/W1991002629","https://openalex.org/W4322774593","https://openalex.org/W2091722187","https://openalex.org/W2006196742","https://openalex.org/W2055991023","https://openalex.org/W2130272765"],"abstract_inverted_index":{"Videos":[0],"of":[1,31,41,48,72,110,140,177,180],"multi-player":[2],"team":[3,37],"sports":[4],"provide":[5],"a":[6,103,148,178],"challenging":[7],"domain":[8],"for":[9,84],"dynamic":[10],"scene":[11,77],"analysis.":[12],"Player":[13],"actions":[14],"and":[15,44,60,81,86,127,145],"interactions":[16],"are":[17,21],"complex":[18,181],"as":[19,27],"they":[20],"driven":[22],"by":[23,123,133,174],"many":[24],"factors,":[25],"such":[26],"the":[28,32,35,39,42,45,49,69,76,89,96,108,112,135,159,166],"short-term":[29],"goals":[30],"individual":[33],"player,":[34],"overall":[36],"strategy,":[38],"rules":[40],"sport,":[43],"current":[46],"context":[47],"game.":[50],"We":[51,131,170],"show":[52],"that":[53],"constrained":[54],"multi-agent":[55,90],"events":[56,120],"can":[57],"be":[58],"analyzed":[59],"even":[61],"predicted":[62],"from":[63],"video.":[64],"Such":[65],"analysis":[66],"requires":[67],"estimating":[68],"global":[70],"movements":[71,128],"all":[73],"players":[74,141],"in":[75,142],"at":[78],"any":[79],"time,":[80],"is":[82,168],"needed":[83],"modeling":[85],"predicting":[87],"how":[88],"play":[91,113,167],"evolves":[92],"over":[93,129],"time":[94],"on":[95],"field.":[97,151],"To":[98],"this":[99,153],"end,":[100],"we":[101,155],"propose":[102],"novel":[104],"approach":[105,173],"to":[106],"detect":[107,156],"locations":[109,157],"where":[111,118,158],"evolution":[114],"will":[115,121],"proceed,":[116],"e.g.":[117],"interesting":[119],"occur,":[122],"tracking":[124],"player":[125],"positions":[126,163],"time.":[130],"start":[132],"extracting":[134],"ground":[136],"level":[137],"sparse":[138],"movement":[139],"each":[143],"time-step,":[144],"then":[146],"generate":[147],"dense":[149],"motion":[150,160],"Using":[152],"field":[154],"converges,":[161],"implying":[162],"towards":[164],"which":[165],"evolving.":[169],"evaluate":[171],"our":[172],"analyzing":[175],"videos":[176],"variety":[179],"soccer":[182],"plays.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}