{"id":"https://openalex.org/W4390878761","doi":"https://doi.org/10.1145/3640017","title":"Human Selective Matting","display_name":"Human Selective Matting","publication_year":2024,"publication_date":"2024-01-15","ids":{"openalex":"https://openalex.org/W4390878761","doi":"https://doi.org/10.1145/3640017"},"language":"en","primary_location":{"id":"doi:10.1145/3640017","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640017","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5101957268","display_name":"Qinglin Liu","orcid":"https://orcid.org/0000-0002-2408-3344"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinglin Liu","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-2408-3344","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716924","display_name":"Quanling Meng","orcid":"https://orcid.org/0000-0003-3902-7510"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanling Meng","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-3902-7510","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019487727","display_name":"Xiaoqian Lv","orcid":"https://orcid.org/0000-0002-8735-1561"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqian Lv","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-8735-1561","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731668","display_name":"Zonglin Li","orcid":"https://orcid.org/0000-0002-4181-310X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zonglin Li","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-4181-310X","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730852","display_name":"Wei Yu","orcid":"https://orcid.org/0000-0002-4805-3115"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yu","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-4805-3115","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084025984","display_name":"Shengping Zhang","orcid":"https://orcid.org/0000-0001-5200-3420"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengping Zhang","raw_affiliation_strings":["Harbin Institute of Technology, Weihai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-5200-3420","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Weihai, Shandong, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00224532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"6","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11595","display_name":"Textile materials and evaluations","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.31920719146728516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31920719146728516}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640017","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3640017","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G5088099873","display_name":null,"funder_award_id":"62272134","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5835972371","display_name":"\u9762\u5411\u975e\u521a\u6027\u5f62\u53d8\u76ee\u6807\u7684CNN\u5206\u5757\u8f6e\u5ed3\u8ddf\u8e2a\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62072141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1597727245","https://openalex.org/W2007640671","https://openalex.org/W2035773017","https://openalex.org/W2060277733","https://openalex.org/W2118246710","https://openalex.org/W2128272608","https://openalex.org/W2156406314","https://openalex.org/W2171120124","https://openalex.org/W2293703294","https://openalex.org/W2295475768","https://openalex.org/W2412782625","https://openalex.org/W2513742795","https://openalex.org/W2773950452","https://openalex.org/W2806070179","https://openalex.org/W2884561390","https://openalex.org/W3025800305","https://openalex.org/W3111868107","https://openalex.org/W3157917012","https://openalex.org/W3199032418","https://openalex.org/W4200043884","https://openalex.org/W4205174848","https://openalex.org/W4225773438","https://openalex.org/W4225787400","https://openalex.org/W4313426825","https://openalex.org/W4364387583","https://openalex.org/W4377145633","https://openalex.org/W6635726302","https://openalex.org/W6775115632","https://openalex.org/W6786954485","https://openalex.org/W6797431821","https://openalex.org/W6846361486","https://openalex.org/W6852234155"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Existing":[0],"human":[1,83,202,212],"matting":[2,85,89,156,204],"methods":[3,56],"are":[4,57],"incapable":[5],"of":[6,12,45,49],"accurately":[7],"estimating":[8],"the":[9,28,43,46,50,74,134,149,162,172,176,195,200,223],"alpha":[10,39,163,216],"mattes":[11],"arbitrarily":[13,91],"selected":[14,92,135],"humans":[15,93],"from":[16,94],"a":[17,95,100,109,153,167],"group":[18,96],"photo.":[19],"An":[20],"alternative":[21],"solution":[22],"is":[23,126,158],"to":[24,27,42,73,113,129,146,160,170],"apply":[25],"them":[26],"corresponding":[29],"cropped":[30],"image":[31],"patches.":[32],"However,":[33],"this":[34],"option":[35],"obtains":[36],"an":[37],"inaccurate":[38],"estimation":[40],"due":[41,72],"interference":[44],"body":[47],"parts":[48],"neighboring":[51],"humans.":[52],"In":[53],"addition,":[54],"these":[55,79],"only":[58,99],"trained":[59],"on":[60,174],"finely":[61,177],"annotated":[62,178,183],"synthetic":[63,179],"data,":[64,185],"which":[65,87,137,165,208],"causes":[66],"poor":[67],"performance":[68],"in":[69,187],"real-world":[70,184],"scenarios":[71],"domain":[75],"shift.":[76],"To":[77,193],"address":[78],"problems,":[80],"we":[81,107,198],"propose":[82],"selective":[84,203],"(HSMatt),":[86],"performs":[88],"for":[90,133],"photo":[97],"given":[98],"simple":[101],"bounding":[102],"box":[103],"as":[104],"guidance.":[105],"Specifically,":[106],"design":[108],"global\u2013local":[110],"context":[111,120],"network":[112,125,157,173],"extract":[114],"both":[115,175],"local":[116],"and":[117,181,190],"global":[118],"semantic":[119],"features.":[121],"A":[122],"human-aware":[123,131],"trimap":[124],"then":[127],"proposed":[128,196,224],"generate":[130],"trimaps":[132],"humans,":[136],"adopts":[138],"stacked":[139],"bidirectional":[140],"inference":[141],"modules":[142],"with":[143,214],"intermediate":[144],"supervision":[145],"progressively":[147],"refine":[148],"estimated":[150],"trimap.":[151],"Finally,":[152],"partially":[154],"supervised":[155],"introduced":[159],"estimate":[161],"matte,":[164],"uses":[166],"sample-varying":[168],"loss":[169],"train":[171],"data":[180],"coarsely":[182],"resulting":[186],"high":[188],"accuracy":[189],"good":[191],"generalization.":[192],"evaluate":[194],"HSMatt,":[197],"construct":[199],"first":[201],"dataset,":[205],"named":[206],"HSM-200K,":[207],"contains":[209],"over":[210],"200,000":[211],"images":[213],"instance-level":[215],"matte":[217],"annotations.":[218],"Experimental":[219],"results":[220],"demonstrate":[221],"that":[222],"HSMatt":[225],"outperforms":[226],"state-of-the-art":[227],"methods.":[228]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}