{"id":"https://openalex.org/W3049667295","doi":"https://doi.org/10.1109/tii.2020.3016591","title":"Learning to Estimate the Body Shape Under Clothing From a Single 3-D Scan","display_name":"Learning to Estimate the Body Shape Under Clothing From a Single 3-D Scan","publication_year":2020,"publication_date":"2020-08-13","ids":{"openalex":"https://openalex.org/W3049667295","doi":"https://doi.org/10.1109/tii.2020.3016591","mag":"3049667295"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3016591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3016591","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5090214843","display_name":"Pengpeng Hu","orcid":"https://orcid.org/0000-0002-2547-1517"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Pengpeng Hu","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028609470","display_name":"Nastaran Nourbakhsh Kaashki","orcid":"https://orcid.org/0000-0001-8317-4994"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nastaran Nourbakhsh Kaashki","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055219862","display_name":"Vasile D\u0103d\u00e2rlat","orcid":"https://orcid.org/0000-0001-9412-0705"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Vasile Dadarlat","raw_affiliation_strings":["Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088598176","display_name":"Adrian Munteanu","orcid":"https://orcid.org/0000-0001-7290-0428"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Adrian Munteanu","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090214843"],"corresponding_institution_ids":["https://openalex.org/I13469542"],"apc_list":null,"apc_paid":null,"fwci":5.7489,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97535296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"3793","last_page":"3802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9997000098228455,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9965999722480774,"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":0.9811999797821045,"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":0.7539128065109253},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.7153472900390625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6864792108535767},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6144850254058838},{"id":"https://openalex.org/keywords/body-shape","display_name":"Body shape","score":0.5735069513320923},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5057027339935303},{"id":"https://openalex.org/keywords/human-body","display_name":"Human body","score":0.5055029392242432},{"id":"https://openalex.org/keywords/avatar","display_name":"Avatar","score":0.49335017800331116},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.4891648590564728},{"id":"https://openalex.org/keywords/virtual-actor","display_name":"Virtual actor","score":0.4703288972377777},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.46546128392219543},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4520520865917206},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4470668137073517},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4441555440425873},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4351784586906433},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.4308417737483978},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3230794668197632},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.30626460909843445},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.22809943556785583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22369518876075745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11154535412788391},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10883507132530212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7539128065109253},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.7153472900390625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6864792108535767},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6144850254058838},{"id":"https://openalex.org/C60627051","wikidata":"https://www.wikidata.org/wiki/Q1072278","display_name":"Body shape","level":2,"score":0.5735069513320923},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5057027339935303},{"id":"https://openalex.org/C193293595","wikidata":"https://www.wikidata.org/wiki/Q23852","display_name":"Human body","level":2,"score":0.5055029392242432},{"id":"https://openalex.org/C2777365542","wikidata":"https://www.wikidata.org/wiki/Q83090","display_name":"Avatar","level":2,"score":0.49335017800331116},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.4891648590564728},{"id":"https://openalex.org/C150303390","wikidata":"https://www.wikidata.org/wiki/Q1983852","display_name":"Virtual actor","level":3,"score":0.4703288972377777},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.46546128392219543},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4520520865917206},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4470668137073517},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4441555440425873},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4351784586906433},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.4308417737483978},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3230794668197632},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.30626460909843445},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.22809943556785583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22369518876075745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11154535412788391},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10883507132530212},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tii.2020.3016591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3016591","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/9be0b7f0-f4f1-4c5c-be7f-2220a8ce3037","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/9be0b7f0-f4f1-4c5c-be7f-2220a8ce3037","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hu, P, Kaashki, N N, Dadarlat, V & Munteanu, A 2021, 'Learning to Estimate the Body Shape Under Clothing from a Single 3D Scan', IEEE Transactions on Industrial Informatics. https://doi.org/10.1109/TII.2020.3016591","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:148691","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/learning-to-estimate-the-body-shape-under-clothing-from-a-single-3d-scan(05919f0d-38c1-45dd-aac5-fd30edfa8b20).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:233712","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W50761303","https://openalex.org/W1520005879","https://openalex.org/W1522301498","https://openalex.org/W1967554269","https://openalex.org/W1988492566","https://openalex.org/W1989191365","https://openalex.org/W2008550072","https://openalex.org/W2028798176","https://openalex.org/W2074407824","https://openalex.org/W2088230067","https://openalex.org/W2090638436","https://openalex.org/W2136340340","https://openalex.org/W2158179171","https://openalex.org/W2176483514","https://openalex.org/W2276864128","https://openalex.org/W2296630161","https://openalex.org/W2402144811","https://openalex.org/W2470632190","https://openalex.org/W2483862638","https://openalex.org/W2518246072","https://openalex.org/W2544612547","https://openalex.org/W2560609797","https://openalex.org/W2576289912","https://openalex.org/W2596210417","https://openalex.org/W2611998769","https://openalex.org/W2737762407","https://openalex.org/W2766448241","https://openalex.org/W2793768642","https://openalex.org/W2799191197","https://openalex.org/W2883758202","https://openalex.org/W2886499109","https://openalex.org/W2912607492","https://openalex.org/W2914177172","https://openalex.org/W2916801517","https://openalex.org/W2944843851","https://openalex.org/W2953384591","https://openalex.org/W2963680153","https://openalex.org/W2963995996","https://openalex.org/W2964121744","https://openalex.org/W2976556099","https://openalex.org/W2979750740","https://openalex.org/W3102669005","https://openalex.org/W4255698256","https://openalex.org/W6631190155","https://openalex.org/W6697031128","https://openalex.org/W6713134421","https://openalex.org/W6763422710"],"related_works":["https://openalex.org/W2544612547","https://openalex.org/W4224115430","https://openalex.org/W2105086885","https://openalex.org/W3089164710","https://openalex.org/W2745926578","https://openalex.org/W150162265","https://openalex.org/W2018133264","https://openalex.org/W3207299135","https://openalex.org/W4308842742","https://openalex.org/W2359157119"],"abstract_inverted_index":{"Estimating":[0],"the":[1,78,86,92,118,127,130,164,185,200,205],"3-D":[2,193],"human":[3,93],"body":[4,19,28,43,94,120,177,189],"shape":[5,29,95,190],"and":[6,21,73,116,135,138,167,213],"pose":[7],"under":[8,96,178],"clothing":[9,97],"is":[10,61,181],"important":[11],"for":[12,24,56,63,184],"many":[13,64],"applications,":[14],"including":[15],"virtual":[16,25,74,179],"try-on,":[17],"noncontact":[18],"measurement,":[20],"avatar":[22],"creation":[23],"reality.":[26],"Existing":[27],"estimation":[30,191],"methods":[31,207],"formulate":[32],"this":[33,82,155],"task":[34,187],"as":[35,71],"an":[36],"optimization":[37],"problem":[38],"by":[39],"fitting":[40],"a":[41,46,51,57,99,122,146,159],"parametric":[42],"model":[44],"to":[45,77,90,126,162],"single":[47,100],"dressed-human":[48,54,101,165,194],"scan":[49],"or":[50],"sequence":[52],"of":[53,129,149,188,210],"meshes":[55,141],"better":[58],"accuracy.":[59],"This":[60],"impractical":[62],"applications":[65],"that":[66,199],"require":[67],"fast":[68],"acquisition,":[69],"such":[70],"gaming":[72],"try-on":[75],"due":[76],"expensive":[79],"computation.":[80],"In":[81],"article,":[83],"we":[84,157],"propose":[85,158],"first":[87],"learning-based":[88],"approach":[89],"estimate":[91],"from":[98,192],"scan,":[102],"dubbed":[103,176],"Body":[104,108,202],"PointNet.":[105],"The":[106],"proposed":[107,201],"PointNet":[109,203],"operates":[110],"directly":[111],"on":[112],"raw":[113],"point":[114],"clouds":[115],"predicts":[117],"undressed":[119,136],"in":[121,208],"coarse-to-fine":[123],"manner.":[124],"Due":[125],"nature":[128],"data\u2014aligned":[131],"paired":[132],"dressed":[133],"scans":[134],"bodies;":[137],"genus-0":[139],"manifold":[140],"(i.e.,":[142],"single-layer":[143],"surfaces)\u2014we":[144],"face":[145],"major":[147],"challenge":[148],"lacking":[150],"training":[151],"data.":[152],"To":[153],"address":[154],"challenge,":[156],"novel":[160],"method":[161],"synthesize":[163],"pseudoscans":[166],"corresponding":[168],"ground":[169],"truth":[170],"bodies.":[171],"A":[172],"new":[173],"large-scale":[174],"dataset,":[175],"garments,":[180],"presented,":[182],"employed":[183],"learning":[186],"scans.":[195],"Comprehensive":[196],"evaluations":[197],"show":[198],"outperforms":[204],"state-of-the-art":[206],"terms":[209],"both":[211],"accuracy":[212],"running":[214],"time.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}