{"id":"https://openalex.org/W4393984398","doi":"https://doi.org/10.3389/fcomp.2024.1379925","title":"A comprehensive evaluation of marker-based, markerless methods for loose garment scenarios in varying camera configurations","display_name":"A comprehensive evaluation of marker-based, markerless methods for loose garment scenarios in varying camera configurations","publication_year":2024,"publication_date":"2024-04-05","ids":{"openalex":"https://openalex.org/W4393984398","doi":"https://doi.org/10.3389/fcomp.2024.1379925"},"language":"en","primary_location":{"id":"doi:10.3389/fcomp.2024.1379925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1379925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1379925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1379925/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090096476","display_name":"Lala Shakti Swarup Ray","orcid":"https://orcid.org/0000-0002-7133-0205"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lala Shakti Swarup Ray","raw_affiliation_strings":["German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","German Research Centre for Artificial Intelligence, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059956294","display_name":"Bo Zhou","orcid":"https://orcid.org/0000-0002-8976-5960"},"institutions":[{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bo Zhou","raw_affiliation_strings":["German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany","German Research Centre for Artificial Intelligence, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany","institution_ids":[]},{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057986515","display_name":"Sungho Suh","orcid":"https://orcid.org/0000-0003-3723-1980"},"institutions":[{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sungho Suh","raw_affiliation_strings":["German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","German Research Centre for Artificial Intelligence, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063453660","display_name":"Paul Lukowicz","orcid":"https://orcid.org/0000-0003-0320-6656"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Lukowicz","raw_affiliation_strings":["German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany","German Research Centre for Artificial Intelligence, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Kaiseslautern, Germany","institution_ids":["https://openalex.org/I33256026"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Rhineland-Palatinate University of Technology Kaiserslautern-Landau, Germany","institution_ids":[]},{"raw_affiliation_string":"German Research Centre for Artificial Intelligence, Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090096476"],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":2.7676,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89549942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.5836087465286255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5169698596000671},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4542052447795868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43216004967689514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5836087465286255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5169698596000671},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4542052447795868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43216004967689514}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fcomp.2024.1379925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1379925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1379925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c931a1c683844d5d8e870c7e04d4dcbf","is_oa":true,"landing_page_url":"https://doaj.org/article/c931a1c683844d5d8e870c7e04d4dcbf","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computer Science, Vol 6 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fcomp.2024.1379925","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fcomp.2024.1379925","pdf_url":"https://www.frontiersin.org/articles/10.3389/fcomp.2024.1379925/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S4210211086","display_name":"Frontiers in Computer Science","issn_l":"2624-9898","issn":["2624-9898"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G3786913258","display_name":null,"funder_award_id":"01IW21003","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393984398.pdf"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1967554269","https://openalex.org/W1990871170","https://openalex.org/W2026903683","https://openalex.org/W2083041801","https://openalex.org/W2096971948","https://openalex.org/W2099333815","https://openalex.org/W2112217493","https://openalex.org/W2122633688","https://openalex.org/W2140022059","https://openalex.org/W2474702929","https://openalex.org/W2526468814","https://openalex.org/W2558232576","https://openalex.org/W2560662850","https://openalex.org/W2754534665","https://openalex.org/W2783038762","https://openalex.org/W2911395455","https://openalex.org/W2931799332","https://openalex.org/W2977286736","https://openalex.org/W3004367046","https://openalex.org/W3031044065","https://openalex.org/W3033402379","https://openalex.org/W3087594579","https://openalex.org/W3089783368","https://openalex.org/W3095690964","https://openalex.org/W3101560663","https://openalex.org/W3101761867","https://openalex.org/W3125772723","https://openalex.org/W3138503866","https://openalex.org/W3165265377","https://openalex.org/W3174183721","https://openalex.org/W3183882203","https://openalex.org/W3188704169","https://openalex.org/W3193806661","https://openalex.org/W3199328448","https://openalex.org/W4205288918","https://openalex.org/W4236965008","https://openalex.org/W4242788899","https://openalex.org/W4256485167","https://openalex.org/W4280545082","https://openalex.org/W4287755748","https://openalex.org/W4288779840","https://openalex.org/W4291926315","https://openalex.org/W4306820095","https://openalex.org/W4307474240","https://openalex.org/W4310380119","https://openalex.org/W4361769890","https://openalex.org/W4379985979","https://openalex.org/W4383180381","https://openalex.org/W4386590390","https://openalex.org/W4387421173","https://openalex.org/W4389989365","https://openalex.org/W6640496650","https://openalex.org/W6688253633","https://openalex.org/W6746796658","https://openalex.org/W6756515473","https://openalex.org/W6760869523","https://openalex.org/W6761893648","https://openalex.org/W6766577339","https://openalex.org/W6771117811","https://openalex.org/W6778883883","https://openalex.org/W6791353385","https://openalex.org/W6801788298","https://openalex.org/W6810447614","https://openalex.org/W6839364997","https://openalex.org/W6843704801","https://openalex.org/W6846896229","https://openalex.org/W6849083603","https://openalex.org/W6851589183","https://openalex.org/W6855413112","https://openalex.org/W6856529234"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0,185],"support":[1],"of":[2,19,69,150,170,237,258],"smart":[3],"wearable":[4,233],"researchers":[5,253],"striving":[6],"to":[7,65,126,254],"select":[8],"optimal":[9],"ground":[10],"truth":[11],"methods":[12,118,199],"for":[13,94,232],"motion":[14,157,263],"capture":[15,264],"across":[16,182],"a":[17,35,50,147,167,238],"spectrum":[18],"loose":[20,85,110,193],"garment":[21,86],"types,":[22],"we":[23],"present":[24],"an":[25,227],"extended":[26,164],"benchmark":[27,33,165],"named":[28],"DrapeMoCapBench":[29],"(DMCB+).":[30],"This":[31,222],"augmented":[32],"incorporates":[34],"more":[36,128],"intricate":[37],"limb-wise":[38],"Motion":[39],"Capture":[40],"(MoCap)":[41],"accuracy":[42],"analysis,":[43],"and":[44,48,73,133,159,173,180,197,214,229],"enhanced":[45],"drape":[46,154],"calculation,":[47],"introduces":[49],"novel":[51],"benchmarking":[52,246],"tool":[53,247],"that":[54,189],"encompasses":[55],"multicamera":[56,239],"deep":[57,240],"learning":[58,241],"MoCap":[59,75,117,139,175,218,225,242],"methods.":[60],"DMCB+":[61,141,187],"is":[62],"specifically":[63],"designed":[64],"evaluate":[66],"the":[67,80,113,245,250,256],"performance":[68,202],"both":[70,195],"optical":[71],"marker-based":[72,90,172,196,220],"markerless":[74,116,174,198,217,224],"techniques,":[76,176],"taking":[77],"into":[78],"account":[79],"challenges":[81],"posed":[82],"by":[83,120],"various":[84],"types.":[87],"While":[88],"high-cost":[89],"systems":[91],"are":[92],"acknowledged":[93],"their":[95,178],"precision,":[96],"they":[97],"often":[98],"require":[99],"skin-tight":[100],"markers":[101],"on":[102],"bony":[103],"areas,":[104],"which":[105],"can":[106],"be":[107,127],"impractical":[108],"with":[109,146,212],"garments.":[111],"On":[112],"other":[114],"hand,":[115],"driven":[119],"computer":[121],"vision":[122],"models":[123],"have":[124],"evolved":[125],"cost-effective,":[129],"utilizing":[130],"smartphone":[131],"cameras":[132],"exhibiting":[134],"promising":[135],"results.":[136],"Utilizing":[137],"real-world":[138],"datasets,":[140],"conducts":[142],"3D":[143],"physics":[144],"simulations":[145],"comprehensive":[148],"set":[149],"variables,":[151],"including":[152],"six":[153,160],"levels,":[155],"three":[156],"intensities,":[158],"body-gender":[161],"combinations.":[162],"The":[163,235],"provides":[166],"nuanced":[168],"analysis":[169],"advanced":[171],"highlighting":[177],"strengths":[179],"weaknesses":[181],"distinct":[183],"scenarios.":[184,265],"particular,":[186],"reveals":[188],"when":[190],"evaluating":[191],"casual":[192],"garments,":[194],"exhibit":[200],"notable":[201],"degradation":[203],"(>10":[204],"cm).":[205],"However,":[206],"in":[207,244,261],"scenarios":[208],"involving":[209],"everyday":[210],"activities":[211],"basic":[213],"swift":[215],"motions,":[216],"outperforms":[219],"alternatives.":[221],"positions":[223],"as":[226],"advantageous":[228],"economical":[230],"choice":[231],"studies.":[234],"inclusion":[236],"method":[243],"further":[248],"expands":[249],"scope,":[251],"allowing":[252],"assess":[255],"capabilities":[257],"cutting-edge":[259],"technologies":[260],"diverse":[262]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}