{"id":"https://openalex.org/W4410617744","doi":"https://doi.org/10.1145/3728308","title":"VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image","display_name":"VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410617744","doi":"https://doi.org/10.1145/3728308"},"language":"en","primary_location":{"id":"doi:10.1145/3728308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728308","pdf_url":null,"source":{"id":"https://openalex.org/S4210220973","display_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","issn_l":"2577-6193","issn":["2577-6193"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3728308","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107955929","display_name":"Han Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Bi","raw_affiliation_strings":["University of Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, CAS, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-9568-7614","affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102334528","display_name":"Ge Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Yu","raw_affiliation_strings":["Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, CAS, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-6461-8165","affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073749322","display_name":"Yu He","orcid":"https://orcid.org/0000-0002-0357-681X"},"institutions":[{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu He","raw_affiliation_strings":["Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, CAS, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0357-681X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Space Utilization, Technology and Engineering Center for Space Utilization, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103182021","display_name":"Wenzhuo Liu","orcid":"https://orcid.org/0009-0003-4539-0452"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhuo Liu","raw_affiliation_strings":["Beijing Institute of Technology, Faculty of Marine Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-4539-0452","affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Faculty of Marine Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056540349","display_name":"Zijie Zheng","orcid":"https://orcid.org/0009-0000-3831-4513"},"institutions":[{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Zheng","raw_affiliation_strings":["University of Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, CAS, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-3831-4513","affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Technology and Engineering Center for Space Utilization, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0063,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90199255,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9983999729156494,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9941999912261963,"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":0.5593459606170654},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5121126174926758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4137445390224457},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3994368612766266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5593459606170654},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5121126174926758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4137445390224457},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3994368612766266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3728308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728308","pdf_url":null,"source":{"id":"https://openalex.org/S4210220973","display_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","issn_l":"2577-6193","issn":["2577-6193"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3728308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3728308","pdf_url":null,"source":{"id":"https://openalex.org/S4210220973","display_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","issn_l":"2577-6193","issn":["2577-6193"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2051264744","https://openalex.org/W2105934661","https://openalex.org/W2108598243","https://openalex.org/W2150457612","https://openalex.org/W2194775991","https://openalex.org/W2227547437","https://openalex.org/W2469784314","https://openalex.org/W2948343307","https://openalex.org/W2962701817","https://openalex.org/W3048921023","https://openalex.org/W3094927600","https://openalex.org/W3107825842","https://openalex.org/W3118861981","https://openalex.org/W3177075049","https://openalex.org/W3184385152","https://openalex.org/W3201806127","https://openalex.org/W3202237431","https://openalex.org/W3202568410","https://openalex.org/W3208827570","https://openalex.org/W3209374680","https://openalex.org/W3212492847","https://openalex.org/W4226318466","https://openalex.org/W4226524636","https://openalex.org/W4230133199","https://openalex.org/W4292828485","https://openalex.org/W4298014233","https://openalex.org/W4309045672","https://openalex.org/W4312865353","https://openalex.org/W4366308859","https://openalex.org/W4386038419","https://openalex.org/W4386065372","https://openalex.org/W4386076163","https://openalex.org/W4386076345","https://openalex.org/W4387042379","https://openalex.org/W4387717448","https://openalex.org/W4389038564","https://openalex.org/W4389326242","https://openalex.org/W4390190616","https://openalex.org/W4400233240","https://openalex.org/W4401246724","https://openalex.org/W4402702935","https://openalex.org/W4403279165","https://openalex.org/W4403742244","https://openalex.org/W4404400428","https://openalex.org/W6631190155","https://openalex.org/W6910365999"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Understanding":[0],"bimanual":[1],"hand":[2,43,75],"interactions":[3],"is":[4],"essential":[5],"for":[6],"realistic":[7],"3D":[8],"pose":[9],"and":[10,21,67,91],"shape":[11],"reconstruction.":[12],"However,":[13],"existing":[14],"methods":[15],"struggle":[16],"with":[17,65],"occlusions,":[18],"ambiguous":[19],"appearances,":[20],"computational":[22,51],"inefficiencies.":[23],"To":[24],"address":[25],"these":[26],"challenges,":[27],"we":[28],"propose":[29],"Vision":[30,56],"Mamba":[31,57],"Bimanual":[32],"Hand":[33],"Interaction":[34,58],"Network":[35],"(VM-BHINet),":[36],"introducing":[37],"state":[38],"space":[39],"models":[40],"(SSMs)":[41],"into":[42],"reconstruction":[44],"to":[45],"enhance":[46],"interaction":[47],"modeling":[48],"while":[49],"improving":[50],"efficiency.":[52],"The":[53],"core":[54],"component,":[55],"Feature":[59],"Extraction":[60],"Block":[61],"(VM-IFEBlock),":[62],"combines":[63],"SSMs":[64],"local":[66],"global":[68],"feature":[69],"operations,":[70],"enabling":[71],"deep":[72],"understanding":[73],"of":[74],"interactions.":[76],"Experiments":[77],"on":[78],"the":[79],"InterHand2.6M":[80],"dataset":[81],"show":[82],"that":[83],"VM-BHINet":[84],"reduces":[85],"Mean":[86,92],"per-joint":[87],"position":[88,94],"error":[89,95],"(MPJPE)":[90],"per-vertex":[93],"(MPVPE)":[96],"by":[97],"2-3":[98],"\\(\\%\\)":[99],",":[100],"significantly":[101],"surpassing":[102],"state-of-the-art":[103],"methods.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}