{"id":"https://openalex.org/W3216293468","doi":"https://doi.org/10.3390/jimaging7120257","title":"Monocular 3D Body Shape Reconstruction under Clothing","display_name":"Monocular 3D Body Shape Reconstruction under Clothing","publication_year":2021,"publication_date":"2021-11-30","ids":{"openalex":"https://openalex.org/W3216293468","doi":"https://doi.org/10.3390/jimaging7120257","mag":"3216293468","pmid":"https://pubmed.ncbi.nlm.nih.gov/34940724"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging7120257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7120257","pdf_url":"https://www.mdpi.com/2313-433X/7/12/257/pdf?version=1638421444","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/7/12/257/pdf?version=1638421444","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028907737","display_name":"Claudio Ferrari","orcid":"https://orcid.org/0000-0001-9465-6753"},"institutions":[{"id":"https://openalex.org/I124601658","display_name":"University of Parma","ror":"https://ror.org/02k7wn190","country_code":"IT","type":"education","lineage":["https://openalex.org/I124601658"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Claudio Ferrari","raw_affiliation_strings":["Department of Architecture and Engineering, University of Parma, Parco Area Delle Scienze 181/A, 43124 Parma, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Architecture and Engineering, University of Parma, Parco Area Delle Scienze 181/A, 43124 Parma, Italy","institution_ids":["https://openalex.org/I124601658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061179770","display_name":"Leonardo Casini","orcid":"https://orcid.org/0000-0002-5272-3038"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Casini","raw_affiliation_strings":["Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013110565","display_name":"Stefano Berretti","orcid":"https://orcid.org/0000-0003-1219-4386"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Berretti","raw_affiliation_strings":["Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081506611","display_name":"Alberto Del Bimbo","orcid":"https://orcid.org/0000-0002-1052-8322"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Del Bimbo","raw_affiliation_strings":["Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Media Integration and Communication Center (MICC), Department of Information Engineering, University of Florence, Via di Santa Marta 3, 50139 Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028907737"],"corresponding_institution_ids":["https://openalex.org/I124601658"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.8859,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71011462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"12","first_page":"257","last_page":"257"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.992900013923645,"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":0.9927999973297119,"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/body-shape","display_name":"Body shape","score":0.866844654083252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7426117062568665},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.7393410205841064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7291357517242432},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7002575993537903},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5584739446640015},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.5560088157653809},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.52633136510849},{"id":"https://openalex.org/keywords/shape-analysis","display_name":"Shape analysis (program analysis)","score":0.4920927882194519},{"id":"https://openalex.org/keywords/active-shape-model","display_name":"Active shape model","score":0.4495021402835846},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.4353101849555969},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15803778171539307},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.15439143776893616}],"concepts":[{"id":"https://openalex.org/C60627051","wikidata":"https://www.wikidata.org/wiki/Q1072278","display_name":"Body shape","level":2,"score":0.866844654083252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7426117062568665},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.7393410205841064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291357517242432},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7002575993537903},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5584739446640015},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.5560088157653809},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.52633136510849},{"id":"https://openalex.org/C112604564","wikidata":"https://www.wikidata.org/wiki/Q7489226","display_name":"Shape analysis (program analysis)","level":3,"score":0.4920927882194519},{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.4495021402835846},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.4353101849555969},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15803778171539307},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.15439143776893616},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/jimaging7120257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7120257","pdf_url":"https://www.mdpi.com/2313-433X/7/12/257/pdf?version=1638421444","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:34940724","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34940724","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:e49d93111aeb4e0fb94a49d828fe97f9","is_oa":true,"landing_page_url":"https://doaj.org/article/e49d93111aeb4e0fb94a49d828fe97f9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 7, Iss 12, p 257 (2021)","raw_type":"article"},{"id":"pmh:oai:flore.unifi.it:2158/1289636","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1289636","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8705765","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8705765","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging7120257","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7120257","pdf_url":"https://www.mdpi.com/2313-433X/7/12/257/pdf?version=1638421444","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3216293468.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1486529558","https://openalex.org/W1520005879","https://openalex.org/W1807911131","https://openalex.org/W1967554269","https://openalex.org/W2034643056","https://openalex.org/W2108598243","https://openalex.org/W2134389879","https://openalex.org/W2174282328","https://openalex.org/W2194775991","https://openalex.org/W2237250383","https://openalex.org/W2310705318","https://openalex.org/W2573098616","https://openalex.org/W2607839780","https://openalex.org/W2727093475","https://openalex.org/W2797515701","https://openalex.org/W2798575809","https://openalex.org/W2911482907","https://openalex.org/W2936102783","https://openalex.org/W2962754033","https://openalex.org/W2963876278","https://openalex.org/W2963995996","https://openalex.org/W2975401428","https://openalex.org/W2982335979","https://openalex.org/W2994857106","https://openalex.org/W3028557358","https://openalex.org/W3031984092","https://openalex.org/W3034757648","https://openalex.org/W3035492592","https://openalex.org/W3035501466","https://openalex.org/W3035520874","https://openalex.org/W3035581100","https://openalex.org/W3049667295","https://openalex.org/W3053462477","https://openalex.org/W3107471220","https://openalex.org/W3109077340","https://openalex.org/W3109427664","https://openalex.org/W3156925739","https://openalex.org/W6771382925"],"related_works":["https://openalex.org/W2501097992","https://openalex.org/W2464585191","https://openalex.org/W1965145450","https://openalex.org/W2126962853","https://openalex.org/W13786964","https://openalex.org/W2947159595","https://openalex.org/W2144085839","https://openalex.org/W2212089300","https://openalex.org/W2121756800","https://openalex.org/W1834774708"],"abstract_inverted_index":{"Estimating":[0],"the":[1,16,40,44,61,65,68,71,87,107,112,118,125,136,145,158,170,181,193,219],"3D":[2,45,104],"shape":[3,46,66,90,116,126,146,159,182,210],"of":[4,42,47,63,67,101,117,165,184,192,221],"objects":[5],"from":[6,51,161],"monocular":[7],"images":[8],"is":[9,73,77,123,138],"a":[10,48,58,78,92,102,152,162,166,185],"well-established":[11],"and":[12,115],"challenging":[13,80],"task":[14],"in":[15,218],"computer":[17],"vision":[18],"field.":[19],"Further":[20],"challenges":[21],"arise":[22],"when":[23,70],"highly":[24,79],"deformable":[25],"objects,":[26],"such":[27],"as":[28,82],"human":[29,49],"faces":[30],"or":[31,141],"bodies,":[32],"are":[33],"considered.":[34],"In":[35,54],"this":[36,96],"work,":[37],"we":[38,56,98,150,174],"address":[39],"problem":[41,62],"estimating":[43,64],"body":[50,69,89,105,113,209],"single":[52,163],"images.":[53],"particular,":[55],"provide":[57],"solution":[59],"to":[60,91,156,172,189,214],"subject":[72,137],"wearing":[74,139,196],"clothes.":[75,198,223],"This":[76],"scenario":[81],"loose":[83,222],"clothes":[84,140],"might":[85],"hide":[86],"underlying":[88],"large":[93],"extent.":[94],"To":[95,143,168],"aim,":[97],"make":[99],"use":[100],"parametric":[103],"model,":[106],"SMPL,":[108],"whose":[109],"parameters":[110,127,160,183,211],"describe":[111],"pose":[114],"body.":[119],"Our":[120],"main":[121],"intuition":[122],"that":[124,202],"associated":[128],"with":[129,212],"an":[130],"individual":[131],"should":[132],"not":[133],"change":[134],"whether":[135],"not.":[142],"improve":[144],"estimation":[147],"under":[148],"clothing,":[149,173],"train":[151],"deep":[153],"convolutional":[154],"network":[155],"regress":[157],"image":[164],"person.":[167],"increase":[169],"robustness":[171],"build":[175],"our":[176,203],"training":[177],"dataset":[178],"by":[179],"associating":[180],"\"minimally":[186],"clothed\"":[187],"person":[188,195],"other":[190],"samples":[191],"same":[194],"looser":[197],"Experimental":[199],"validation":[200],"shows":[201],"approach":[204],"can":[205],"more":[206],"accurately":[207],"estimate":[208],"respect":[213],"state-of-the-art":[215],"approaches,":[216],"even":[217],"case":[220]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
