{"id":"https://openalex.org/W4312942082","doi":"https://doi.org/10.1007/978-3-031-20086-1_9","title":"Learned Vertex Descent: A New Direction for\u00a03D Human Model Fitting","display_name":"Learned Vertex Descent: A New Direction for\u00a03D Human Model Fitting","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312942082","doi":"https://doi.org/10.1007/978-3-031-20086-1_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20086-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20086-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/384230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086870826","display_name":"Enric Corona","orcid":"https://orcid.org/0000-0002-4835-1868"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210093282","display_name":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial","ror":"https://ror.org/00mcdyn90","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210093282","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Enric Corona","raw_affiliation_strings":["Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210093282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076908763","display_name":"Gerard Pons\u2010Moll","orcid":"https://orcid.org/0000-0001-5115-7794"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]},{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerard Pons-Moll","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085564113","display_name":"Guillem Aleny\u00e0","orcid":"https://orcid.org/0000-0002-6018-154X"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210093282","display_name":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial","ror":"https://ror.org/00mcdyn90","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210093282","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillem Aleny\u00e0","raw_affiliation_strings":["Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210093282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106691454","display_name":"Francesc Moreno-Noguer","orcid":"https://orcid.org/0000-0002-8640-684X"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210093282","display_name":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial","ror":"https://ror.org/00mcdyn90","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210093282","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc Moreno-Noguer","raw_affiliation_strings":["Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Institut de Rob\u00f2tica i Inform\u00e0tica Industrial, CSIC -UPC, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210093282"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086870826"],"corresponding_institution_ids":["https://openalex.org/I4210093282","https://openalex.org/I9617848"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.7885,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95868747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9922999739646912,"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/initialization","display_name":"Initialization","score":0.8252241611480713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.793561577796936},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.7189897298812866},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.640334963798523},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5619121789932251},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5134878754615784},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5111003518104553},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49924588203430176},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4850539565086365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47314345836639404},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4600221514701843},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2857317328453064},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.08370232582092285}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8252241611480713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.793561577796936},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.7189897298812866},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.640334963798523},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5619121789932251},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5134878754615784},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5111003518104553},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49924588203430176},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4850539565086365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47314345836639404},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4600221514701843},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2857317328453064},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.08370232582092285},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-20086-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20086-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:digital.csic.es:10261/304925","is_oa":false,"landing_page_url":"http://hdl.handle.net/10261/304925","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"art\u00edculo"},{"id":"pmh:oai:upcommons.upc.edu:2117/384230","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/384230","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/384230","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/384230","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W183618831","https://openalex.org/W1936186068","https://openalex.org/W1967437522","https://openalex.org/W1967554269","https://openalex.org/W1985907520","https://openalex.org/W1989191365","https://openalex.org/W2049462432","https://openalex.org/W2131432112","https://openalex.org/W2137044594","https://openalex.org/W2156094778","https://openalex.org/W2194775991","https://openalex.org/W2483862638","https://openalex.org/W2573098616","https://openalex.org/W2596210417","https://openalex.org/W2737762407","https://openalex.org/W2746892480","https://openalex.org/W2768683308","https://openalex.org/W2793768642","https://openalex.org/W2798637590","https://openalex.org/W2883758202","https://openalex.org/W2886416285","https://openalex.org/W2921745007","https://openalex.org/W2934714079","https://openalex.org/W2956061722","https://openalex.org/W2962730651","https://openalex.org/W2962754033","https://openalex.org/W2963627347","https://openalex.org/W2963907666","https://openalex.org/W2963926543","https://openalex.org/W2963995996","https://openalex.org/W2965523038","https://openalex.org/W2971467054","https://openalex.org/W2971856312","https://openalex.org/W2978956737","https://openalex.org/W2979283733","https://openalex.org/W2981514602","https://openalex.org/W2981637078","https://openalex.org/W2981978060","https://openalex.org/W2990974996","https://openalex.org/W2993195924","https://openalex.org/W3034757648","https://openalex.org/W3035291735","https://openalex.org/W3035492592","https://openalex.org/W3035520874","https://openalex.org/W3035551320","https://openalex.org/W3035581100","https://openalex.org/W3035668851","https://openalex.org/W3041416670","https://openalex.org/W3097960318","https://openalex.org/W3101022589","https://openalex.org/W3107073427","https://openalex.org/W3107167007","https://openalex.org/W3107346586","https://openalex.org/W3107384982","https://openalex.org/W3110095664","https://openalex.org/W3118314544","https://openalex.org/W3119105168","https://openalex.org/W3119185462","https://openalex.org/W3127527271","https://openalex.org/W3154906787","https://openalex.org/W3157822112","https://openalex.org/W3166229844","https://openalex.org/W3175199633","https://openalex.org/W3176327543","https://openalex.org/W3177864674","https://openalex.org/W3202432020","https://openalex.org/W3203745449","https://openalex.org/W3204320006","https://openalex.org/W3204654630","https://openalex.org/W3215052027","https://openalex.org/W4205116876","https://openalex.org/W4214517305","https://openalex.org/W4214565120","https://openalex.org/W4286743373","https://openalex.org/W4312233703","https://openalex.org/W4312597750","https://openalex.org/W4312809617","https://openalex.org/W4312821317"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W4226299596","https://openalex.org/W4287868543","https://openalex.org/W4309434778","https://openalex.org/W3214759249","https://openalex.org/W4283773090"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2023-01-05T00:00:00"}
