{"id":"https://openalex.org/W3025507095","doi":"https://doi.org/10.1109/wacv45572.2020.9093627","title":"Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions","display_name":"Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3025507095","doi":"https://doi.org/10.1109/wacv45572.2020.9093627","mag":"3025507095"},"language":"en","primary_location":{"id":"doi:10.1109/wacv45572.2020.9093627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093627","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/A5086834875","display_name":"Jogendra Nath Kundu","orcid":"https://orcid.org/0000-0003-1060-0993"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jogendra Nath Kundu","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018753704","display_name":"Himanshu Buckchash","orcid":"https://orcid.org/0000-0003-3679-3498"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Buckchash","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090437590","display_name":"Priyanka Mandikal","orcid":"https://orcid.org/0000-0002-6257-7417"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priyanka Mandikal","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113903995","display_name":"M Rahul","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul M V","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033007568","display_name":"Anirudh Jamkhandi","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anirudh Jamkhandi","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113777904","display_name":"R. Venkatesh Babu","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Venkatesh Babu","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086834875"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":1.1773,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.81107519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2713","last_page":"2722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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/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/T11439","display_name":"Video Analysis and Summarization","score":0.996399998664856,"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":0.7618446946144104},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.682234525680542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6482130289077759},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.611518383026123},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5852104425430298},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.5823562741279602},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5566672086715698},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5345218777656555},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5129761099815369},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.464785099029541},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45343485474586487},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4136066734790802},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39906924962997437},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.348416268825531},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28043079376220703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7618446946144104},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.682234525680542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6482130289077759},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.611518383026123},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5852104425430298},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.5823562741279602},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5566672086715698},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5345218777656555},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5129761099815369},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.464785099029541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45343485474586487},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4136066734790802},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39906924962997437},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.348416268825531},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28043079376220703},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wacv45572.2020.9093627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093627","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"},{"id":"pmh:oai:eprints.iisc.ac.in:65623","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W196214544","https://openalex.org/W648786980","https://openalex.org/W1522301498","https://openalex.org/W1555062591","https://openalex.org/W1584609509","https://openalex.org/W1735317348","https://openalex.org/W1810943226","https://openalex.org/W1847088711","https://openalex.org/W1850742715","https://openalex.org/W1895577753","https://openalex.org/W1943191679","https://openalex.org/W1950788856","https://openalex.org/W2020870038","https://openalex.org/W2058256495","https://openalex.org/W2064675550","https://openalex.org/W2091715447","https://openalex.org/W2097197636","https://openalex.org/W2108495500","https://openalex.org/W2109606373","https://openalex.org/W2120761365","https://openalex.org/W2133564696","https://openalex.org/W2143612262","https://openalex.org/W2147149886","https://openalex.org/W2296629652","https://openalex.org/W2469134594","https://openalex.org/W2524357132","https://openalex.org/W2559997609","https://openalex.org/W2594167370","https://openalex.org/W2606517404","https://openalex.org/W2611706523","https://openalex.org/W2792747672","https://openalex.org/W2902149428","https://openalex.org/W2902214002","https://openalex.org/W2953267996","https://openalex.org/W2962741254","https://openalex.org/W2963026447","https://openalex.org/W2963165299","https://openalex.org/W2963389355","https://openalex.org/W2964121744","https://openalex.org/W2964134613","https://openalex.org/W2964203186","https://openalex.org/W2964308564","https://openalex.org/W4206779800","https://openalex.org/W4246485769","https://openalex.org/W4293568373","https://openalex.org/W6621543089","https://openalex.org/W6631190155","https://openalex.org/W6633242871","https://openalex.org/W6638273328","https://openalex.org/W6638824847","https://openalex.org/W6639118987","https://openalex.org/W6640754710","https://openalex.org/W6679434410","https://openalex.org/W6734449308","https://openalex.org/W6748307345","https://openalex.org/W6780248173"],"related_works":["https://openalex.org/W3169129874","https://openalex.org/W2018882065","https://openalex.org/W4210514273","https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W2379697716","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531"],"abstract_inverted_index":{"Modeling":[0],"dynamics":[1],"of":[2,7,61,72,107,119,129,145,174],"human":[3],"motion":[4,34,41,87,158,161,165],"is":[5],"one":[6],"the":[8,112,130,175],"most":[9],"challenging":[10],"sequence":[11],"modeling":[12],"problem,":[13],"with":[14],"diverse":[15],"applications":[16],"in":[17,39,93],"animation":[18],"industry,":[19],"human-robot":[20],"interaction,":[21],"motion-based":[22],"surveillance,":[23],"etc.":[24],"Available":[25],"attempts":[26],"to":[27,44,100,115],"use":[28],"auto-regressive":[29,74],"techniques":[30],"for":[31,90],"long-term":[32,59,91],"single-person":[33],"generation":[35,92],"usually":[36],"fails,":[37],"resulting":[38],"stagnated":[40],"or":[42],"divergence":[43],"unrealistic":[45],"pose":[46,109,124],"patterns.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51,103],"propose":[52],"a":[53,94,120],"novel":[54,95],"cross-conditioned":[55],"recurrent":[56,77,113],"framework":[57],"targeting":[58],"synthesis":[60,162],"inter-person":[62],"interactions":[63],"beyond":[64],"several":[65,153],"minutes.":[66],"We":[67],"carefully":[68],"integrate":[69],"positive":[70],"implications":[71],"both":[73],"and":[75,141,149,163],"encoder-decoder":[76],"architecture,":[78],"by":[79,110],"interchangeably":[80],"utilizing":[81],"two":[82],"separate":[83],"fixed-length":[84],"cross":[85],"person":[86],"prediction":[88],"models":[89],"hierarchical":[96],"fashion.":[97],"As":[98],"opposed":[99],"prior":[101,168],"approaches,":[102],"guarantee":[104],"structural":[105],"plausibility":[106],"3D":[108],"training":[111],"model":[114],"regress":[116],"latent":[117],"representation":[118],"separately":[121],"trained":[122],"generative":[123],"embedding":[125],"network.":[126],"Different":[127],"variants":[128],"proposed":[131,176],"frameworks":[132],"are":[133],"evaluated":[134],"through":[135],"extensive":[136],"experiments":[137],"on":[138,152],"SBU-interaction,":[139],"CMU-MoCAP":[140],"an":[142],"inhouse":[143],"collection":[144],"duet-dance":[146],"dataset.":[147],"Qualitative":[148],"quantitative":[150],"evaluation":[151],"tasks,":[154],"such":[155],"as":[156],"Short-term":[157],"prediction,":[159],"Long-term":[160],"Interaction-based":[164],"retrieval":[166],"against":[167],"state-of-the-art":[169],"approaches":[170],"clearly":[171],"highlight":[172],"superiority":[173],"framework.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
