{"id":"https://openalex.org/W2894996011","doi":"https://doi.org/10.1145/3274247.3274502","title":"Data-driven autocompletion for keyframe animation","display_name":"Data-driven autocompletion for keyframe animation","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2894996011","doi":"https://doi.org/10.1145/3274247.3274502","mag":"2894996011"},"language":"en","primary_location":{"id":"doi:10.1145/3274247.3274502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274247.3274502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual International Conference on Motion, Interaction, and Games","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2429/66905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100381552","display_name":"Xinyi Zhang","orcid":"https://orcid.org/0000-0002-6739-3676"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Xinyi Zhang","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052748246","display_name":"Michiel van de Panne","orcid":"https://orcid.org/0000-0002-9123-3672"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michiel van de Panne","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100381552"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":2.2469,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.88721467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9973999857902527,"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":0.8477797508239746},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.7654510736465454},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.624139130115509},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6171422600746155},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6045159101486206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5250920057296753},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5079033970832825},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48530930280685425},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33613142371177673},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.22874262928962708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8477797508239746},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.7654510736465454},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.624139130115509},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6171422600746155},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6045159101486206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5250920057296753},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5079033970832825},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48530930280685425},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33613142371177673},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.22874262928962708},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3274247.3274502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274247.3274502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual International Conference on Motion, Interaction, and Games","raw_type":"proceedings-article"},{"id":"pmh:oai:circle.library.ubc.ca:2429/66905","is_oa":true,"landing_page_url":"http://hdl.handle.net/2429/66905","pdf_url":null,"source":{"id":"https://openalex.org/S4377196297","display_name":"cIRcle (University of British Columbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141945490","host_organization_name":"University of British Columbia","host_organization_lineage":["https://openalex.org/I141945490"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis/Dissertation"},{"id":"doi:10.14288/1.0371204","is_oa":true,"landing_page_url":"https://doi.org/10.14288/1.0371204","pdf_url":null,"source":{"id":"https://openalex.org/S7407053062","display_name":"Open Collections","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:circle.library.ubc.ca:2429/66905","is_oa":true,"landing_page_url":"http://hdl.handle.net/2429/66905","pdf_url":null,"source":{"id":"https://openalex.org/S4377196297","display_name":"cIRcle (University of British Columbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141945490","host_organization_name":"University of British Columbia","host_organization_lineage":["https://openalex.org/I141945490"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis/Dissertation"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1873716808","https://openalex.org/W1971771186","https://openalex.org/W1985664898","https://openalex.org/W1986045245","https://openalex.org/W1986341048","https://openalex.org/W1986720487","https://openalex.org/W1987697895","https://openalex.org/W1991683736","https://openalex.org/W2014664434","https://openalex.org/W2015814664","https://openalex.org/W2020480185","https://openalex.org/W2029903115","https://openalex.org/W2051567001","https://openalex.org/W2064330201","https://openalex.org/W2076024895","https://openalex.org/W2095705004","https://openalex.org/W2097944344","https://openalex.org/W2110139691","https://openalex.org/W2128889245","https://openalex.org/W2146099949","https://openalex.org/W2151857564","https://openalex.org/W2172140247","https://openalex.org/W2193880637","https://openalex.org/W2293431122","https://openalex.org/W2293545866","https://openalex.org/W2296073425","https://openalex.org/W2336236730","https://openalex.org/W2469134594","https://openalex.org/W2472836078","https://openalex.org/W2611706523","https://openalex.org/W2624413595","https://openalex.org/W2739330054","https://openalex.org/W2796290181","https://openalex.org/W2911967907","https://openalex.org/W2913059114","https://openalex.org/W2950304420","https://openalex.org/W2963530930","https://openalex.org/W3104515094","https://openalex.org/W3141016026","https://openalex.org/W4231947169","https://openalex.org/W4246308730","https://openalex.org/W4246555273"],"related_works":["https://openalex.org/W2687972263","https://openalex.org/W2029249305","https://openalex.org/W2511137960","https://openalex.org/W3214088465","https://openalex.org/W2115571026","https://openalex.org/W2604231787","https://openalex.org/W2610014769","https://openalex.org/W4321142835","https://openalex.org/W3084370450","https://openalex.org/W2140468889"],"abstract_inverted_index":{"We":[0,80,115],"explore":[1],"the":[2,35,54,66,70,73,77,117],"potential":[3],"of":[4,38,50,60,72,92,113,121,124],"learned":[5],"autocompletion":[6],"methods":[7],"for":[8],"synthesizing":[9],"animated":[10],"motions":[11,40],"from":[12,44,94],"input":[13],"keyframes.":[14,29,114],"Our":[15],"model":[16,31,56,97,102],"uses":[17],"an":[18],"autoregressive":[19],"two-layer":[20],"recurrent":[21],"neural":[22],"network":[23],"that":[24,64],"is":[25,32,57],"conditioned":[26],"on":[27,34,84,109],"target":[28],"The":[30,101],"trained":[33,55],"motion":[36,62],"characteristics":[37],"example":[39],"and":[41,119],"sampled":[42],"keyframes":[43,67],"those":[45],"motions.":[46],"Given":[47],"a":[48,85,89,95,110],"set":[49,91],"desired":[51],"key":[52],"frames,":[53],"then":[58,104],"capable":[59],"generating":[61],"sequences":[63],"interpolate":[65],"while":[68],"following":[69],"style":[71],"examples":[74],"observed":[75],"in":[76,126],"training":[78,99],"corpus.":[79],"demonstrate":[81],"our":[82],"method":[83],"hopping":[86],"lamp,":[87],"using":[88],"diverse":[90,111],"hops":[93,107],"physics-based":[96],"as":[98],"data.":[100],"can":[103],"synthesize":[105],"new":[106],"based":[108],"range":[112],"discuss":[116],"strengths":[118],"weaknesses":[120],"this":[122],"type":[123],"approach":[125],"some":[127],"detail.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}