{"id":"https://openalex.org/W7087022945","doi":"https://doi.org/10.1109/tce.2025.3619534","title":"GadNet: Garment Adaptive Network Optimization Dressing Human Animation","display_name":"GadNet: Garment Adaptive Network Optimization Dressing Human Animation","publication_year":2025,"publication_date":"2025-10-09","ids":{"openalex":"https://openalex.org/W7087022945","doi":"https://doi.org/10.1109/tce.2025.3619534"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3619534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3619534","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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":null,"display_name":"Jiazhe Miao","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiazhe Miao","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tao Peng","orcid":"https://orcid.org/0000-0003-1085-7246"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Peng","raw_affiliation_strings":["School of Computer and Artificial Intelligence, the Engineering Research Center of Hubei Province for Clothing Information and China National Textile and Apparel Council Key Laboratory of Intelligent Perception and Computing, Wuhan Textile University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1085-7246","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, the Engineering Research Center of Hubei Province for Clothing Information and China National Textile and Apparel Council Key Laboratory of Intelligent Perception and Computing, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fei Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Fang","raw_affiliation_strings":["School of Computer and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinrong Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinrong Hu","raw_affiliation_strings":["School of Computer and Artificial Intelligence and China National Textile and Apparel Council Key Laboratory of Intelligent Perception and Computing, Wuhan Textile University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence and China National Textile and Apparel Council Key Laboratory of Intelligent Perception and Computing, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"last","author":{"id":null,"display_name":"Li Li","orcid":"https://orcid.org/0000-0002-2027-1145"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["School of Computer and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2027-1145","affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence and the Engineering Research Center of Hubei Province for Clothing Information, Wuhan Textile University, Wuhan, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60380756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"4","first_page":"10308","last_page":"10321"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10529","display_name":"Stress Responses and Cortisol","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/2802","display_name":"Behavioral Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13338","display_name":"Pharmacological Effects and Assays","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.7034000158309937},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.6980999708175659},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5338000059127808},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.48100000619888306},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4643000066280365},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4203000068664551},{"id":"https://openalex.org/keywords/jitter","display_name":"Jitter","score":0.39500001072883606},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.3783999979496002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7928000092506409},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.7034000158309937},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.6980999708175659},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5338000059127808},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.48100000619888306},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44510000944137573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4341000020503998},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4203000068664551},{"id":"https://openalex.org/C134652429","wikidata":"https://www.wikidata.org/wiki/Q1052698","display_name":"Jitter","level":2,"score":0.39500001072883606},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.3569999933242798},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.30550000071525574},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C60851780","wikidata":"https://www.wikidata.org/wiki/Q17056736","display_name":"Interactive skeleton-driven simulation","level":5,"score":0.27149999141693115},{"id":"https://openalex.org/C2780575108","wikidata":"https://www.wikidata.org/wiki/Q7316652","display_name":"Retargeting","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C138591656","wikidata":"https://www.wikidata.org/wiki/Q5157538","display_name":"Computer facial animation","level":4,"score":0.26170000433921814},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.26170000433921814}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3619534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3619534","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326186","display_name":"China National Textile and Apparel Council","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1967554269","https://openalex.org/W1978216348","https://openalex.org/W1983364832","https://openalex.org/W2009786273","https://openalex.org/W2040703987","https://openalex.org/W2086210210","https://openalex.org/W2101032778","https://openalex.org/W2120673203","https://openalex.org/W2136848157","https://openalex.org/W2235036220","https://openalex.org/W2596210417","https://openalex.org/W2607760177","https://openalex.org/W2737762407","https://openalex.org/W2886416285","https://openalex.org/W2895748257","https://openalex.org/W2907492528","https://openalex.org/W2920928264","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W2975420824","https://openalex.org/W2979283733","https://openalex.org/W2979750740","https://openalex.org/W2981959899","https://openalex.org/W2990863967","https://openalex.org/W3034757648","https://openalex.org/W3035291735","https://openalex.org/W3035668851","https://openalex.org/W3107036647","https://openalex.org/W3108707969","https://openalex.org/W3109077340","https://openalex.org/W3109394508","https://openalex.org/W3109976207","https://openalex.org/W3110095664","https://openalex.org/W3128529129","https://openalex.org/W3154906787","https://openalex.org/W3174025609","https://openalex.org/W3185830677","https://openalex.org/W3195290538","https://openalex.org/W4225524201","https://openalex.org/W4230824699","https://openalex.org/W4310380667","https://openalex.org/W4311802566","https://openalex.org/W4312265203","https://openalex.org/W4312833425","https://openalex.org/W4312892451","https://openalex.org/W4319300371","https://openalex.org/W4323057748","https://openalex.org/W4323057776","https://openalex.org/W4328028370","https://openalex.org/W4386066472","https://openalex.org/W4386071685","https://openalex.org/W4386075503","https://openalex.org/W4386075961","https://openalex.org/W4390872612","https://openalex.org/W4390873504","https://openalex.org/W4402778513"],"related_works":[],"abstract_inverted_index":{"In":[0,153],"virtual":[1],"try-on,":[2],"film,":[3],"and":[4,12,82,87,175,217,225],"gaming":[5],"applications,":[6],"the":[7,64,80,85,102,130,135,143,168,228],"ability":[8],"to":[9,29,96,124,167,199],"depict":[10],"realistic":[11,222],"convincing":[13],"clothing":[14,83,136,147,162,201,218],"behavior":[15],"is":[16],"crucial.":[17],"Physics-based":[18],"simulation":[19],"demands":[20],"high":[21],"computational":[22],"costs,":[23],"while":[24],"learning-based":[25],"methods":[26,35],"are":[27,44,232],"limited":[28],"specific":[30],"types":[31],"of":[32,61,67,129,146,151,171,230],"clothing.":[33],"Although":[34],"that":[36,164],"directly":[37],"reconstruct":[38,79],"from":[39,84],"images":[40],"or":[41,57],"monocular":[42],"videos":[43],"more":[45,221],"in":[46,70,107,138,203,214,234],"line":[47],"with":[48,148,177],"consumer":[49,192],"demands,":[50],"existing":[51,108],"approaches":[52],"focus":[53],"on":[54],"capturing":[55],"static":[56],"dynamic":[58,161],"geometric":[59],"features":[60],"clothing,":[62,68,131],"neglecting":[63],"physical":[65,157,178],"properties":[66],"resulting":[69],"unrealistic":[71],"animations.":[72],"Therefore,":[73],"we":[74,111,159],"propose":[75],"GadNet.":[76],"We":[77,117],"separately":[78],"body":[81,200],"video,":[86],"then":[88],"use":[89],"our":[90],"proposed":[91],"motion":[92,99],"sequence":[93],"optimization":[94,122],"module":[95],"learn":[97],"plausible":[98],"sequences,":[100],"alleviating":[101],"frame":[103],"jitter":[104],"issue":[105],"common":[106],"methods.":[109],"Subsequently,":[110],"design":[112],"a":[113,119],"garment":[114],"adaptive":[115],"network.":[116],"employ":[118],"frequency-domain":[120],"separation":[121],"method":[123],"process":[125],"different":[126,149],"frequency":[127],"information":[128],"thereby":[132],"better":[133,190],"subdividing":[134],"mesh":[137],"high-frequency":[139],"folding":[140],"areas,":[141],"enhancing":[142],"processing":[144],"performance":[145,213],"degrees":[150],"looseness.":[152],"summary,":[154],"by":[155],"incorporating":[156],"constraints,":[158],"generate":[160],"models":[163],"both":[165],"adhere":[166],"animation":[169,202],"effects":[170],"real":[172],"video":[173,181],"data":[174],"comply":[176],"constraints.":[179],"Using":[180],"as":[182],"input":[183],"not":[184],"only":[185],"reduces":[186],"costs":[187],"but":[188],"also":[189],"meets":[191],"demands.":[193],"Additionally,":[194],"it":[195],"can":[196],"be":[197],"applied":[198],"other":[204],"datasets":[205],"(e.g.,":[206],"CLOTH3D":[207],"[1]).":[208],"Our":[209],"approach":[210],"demonstrates":[211],"reliable":[212],"unknown":[215],"poses":[216],"types,":[219],"producing":[220],"generated":[223],"animations":[224],"satisfactory":[226],"results,":[227],"advantages":[229],"GadNet":[231],"shown":[233],"Figure":[235],"1.":[236]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}