{"id":"https://openalex.org/W3015873503","doi":"https://doi.org/10.1109/wacv45572.2020.9093581","title":"Optimizing Through Learned Errors for Accurate Sports Field Registration","display_name":"Optimizing Through Learned Errors for Accurate Sports Field Registration","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3015873503","doi":"https://doi.org/10.1109/wacv45572.2020.9093581","mag":"3015873503"},"language":"en","primary_location":{"id":"doi:10.1109/wacv45572.2020.9093581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","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/A5002942261","display_name":"Wei Jiang","orcid":"https://orcid.org/0000-0002-9240-5851"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Visual Computing Group, University of Victoria"],"affiliations":[{"raw_affiliation_string":"Visual Computing Group, University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007491151","display_name":"Juan Camilo Gamboa Higuera","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Juan Camilo Gamboa Higuera","raw_affiliation_strings":["McGill University"],"affiliations":[{"raw_affiliation_string":"McGill University","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059111697","display_name":"Baptiste Angles","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Baptiste Angles","raw_affiliation_strings":["Visual Computing Group, University of Victoria"],"affiliations":[{"raw_affiliation_string":"Visual Computing Group, University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050009113","display_name":"Weiwei Sun","orcid":"https://orcid.org/0000-0003-3399-7858"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Weiwei Sun","raw_affiliation_strings":["Visual Computing Group, University of Victoria"],"affiliations":[{"raw_affiliation_string":"Visual Computing Group, University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062520798","display_name":"Mehrsan Javan","orcid":"https://orcid.org/0000-0001-7350-0696"},"institutions":[{"id":"https://openalex.org/I160014373","display_name":"Analogic (United States)","ror":"https://ror.org/03ge13j80","country_code":"US","type":"company","lineage":["https://openalex.org/I160014373"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehrsan Javan","raw_affiliation_strings":["SPORTLOGiQ Inc"],"affiliations":[{"raw_affiliation_string":"SPORTLOGiQ Inc","institution_ids":["https://openalex.org/I160014373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049893251","display_name":"Kwang Moo Yi","orcid":"https://orcid.org/0000-0001-9036-3822"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kwang Moo Yi","raw_affiliation_strings":["Visual Computing Group, University of Victoria"],"affiliations":[{"raw_affiliation_string":"Visual Computing Group, University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002942261"],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":2.9444,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.92606346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9994999766349792,"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":0.9994999766349792,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9993000030517578,"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":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.7672563791275024},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6260761618614197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5231610536575317},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5019972324371338},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.4802425503730774},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20668116211891174},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12448850274085999},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10625413060188293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672563791275024},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6260761618614197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5231610536575317},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5019972324371338},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.4802425503730774},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20668116211891174},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12448850274085999},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10625413060188293},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wacv45572.2020.9093581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W64973891","https://openalex.org/W603908379","https://openalex.org/W639708223","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1945298332","https://openalex.org/W1966942292","https://openalex.org/W1991544872","https://openalex.org/W2033819227","https://openalex.org/W2035379092","https://openalex.org/W2051909303","https://openalex.org/W2106874006","https://openalex.org/W2108598243","https://openalex.org/W2108742931","https://openalex.org/W2115511043","https://openalex.org/W2118877769","https://openalex.org/W2124404372","https://openalex.org/W2140278677","https://openalex.org/W2151103935","https://openalex.org/W2194775991","https://openalex.org/W2200124539","https://openalex.org/W2320444803","https://openalex.org/W2344474200","https://openalex.org/W2439114332","https://openalex.org/W2556455135","https://openalex.org/W2604236302","https://openalex.org/W2604538595","https://openalex.org/W2605146214","https://openalex.org/W2613718673","https://openalex.org/W2737094507","https://openalex.org/W2746441252","https://openalex.org/W2767032778","https://openalex.org/W2768879211","https://openalex.org/W2785678896","https://openalex.org/W2804394440","https://openalex.org/W2808456995","https://openalex.org/W2809237945","https://openalex.org/W2886904239","https://openalex.org/W2887843334","https://openalex.org/W2889827408","https://openalex.org/W2906346536","https://openalex.org/W2949115101","https://openalex.org/W2962835968","https://openalex.org/W2963073614","https://openalex.org/W2963150697","https://openalex.org/W2963188159","https://openalex.org/W2963346260","https://openalex.org/W2963537932","https://openalex.org/W2963836885","https://openalex.org/W2963856988","https://openalex.org/W2964249569","https://openalex.org/W2967775316","https://openalex.org/W3021282624","https://openalex.org/W3043075211","https://openalex.org/W4285719527","https://openalex.org/W4301454730","https://openalex.org/W6602664633","https://openalex.org/W6618372016","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6675899408","https://openalex.org/W6677115247","https://openalex.org/W6677548441","https://openalex.org/W6700340091","https://openalex.org/W6718003766","https://openalex.org/W6736122325","https://openalex.org/W6740978277","https://openalex.org/W6748582592","https://openalex.org/W6752208963","https://openalex.org/W6753610190","https://openalex.org/W6753833408","https://openalex.org/W6763530150"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2121300814","https://openalex.org/W4234406076","https://openalex.org/W1886613375","https://openalex.org/W4236081792","https://openalex.org/W4250583430","https://openalex.org/W2010731026","https://openalex.org/W2360893094","https://openalex.org/W4390787808","https://openalex.org/W4236036386"],"abstract_inverted_index":{"We":[0,50,71],"propose":[1,25],"an":[2],"optimization-based":[3],"framework":[4],"to":[5,26,60],"register":[6,38],"sports":[7,62],"field":[8],"templates":[9],"onto":[10],"broadcast":[11,63],"videos.":[12],"For":[13],"accurate":[14],"registration":[15,34,43],"we":[16,24],"go":[17],"beyond":[18],"the":[19,33,42,47,52,66,69,91],"prevalent":[20],"feed-forward":[21],"paradigm.":[22],"Instead,":[23],"train":[27],"a":[28,77],"deep":[29],"network":[30],"that":[31,45,83],"regresses":[32],"error,":[35],"and":[36,81,95],"then":[37],"images":[39],"by":[40,57],"finding":[41],"parameters":[44],"minimize":[46],"regressed":[48],"error.":[49],"demonstrate":[51,82],"effectiveness":[53],"of":[54,68],"our":[55,74,84],"method":[56,75,85],"applying":[58],"it":[59],"real-world":[61],"videos,":[64],"outperforming":[65],"state":[67],"art.":[70],"further":[72],"apply":[73],"on":[76],"synthetic":[78],"toy":[79],"example":[80],"brings":[86],"significant":[87],"gains":[88],"even":[89],"when":[90],"problem":[92],"is":[93,99],"simplified":[94],"unlimited":[96],"training":[97],"data":[98],"available":[100],"<sup":[101],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[102],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[103],".":[104]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
