{"id":"https://openalex.org/W4320004450","doi":"https://doi.org/10.1109/tcsvt.2023.3238580","title":"RGB-D Human Matting: A Real-World Benchmark Dataset and a Baseline Method","display_name":"RGB-D Human Matting: A Real-World Benchmark Dataset and a Baseline Method","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4320004450","doi":"https://doi.org/10.1109/tcsvt.2023.3238580"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3238580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3238580","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5061202217","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0002-6616-453X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Peng","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100349271","display_name":"Mingliang Zhang","orcid":"https://orcid.org/0000-0002-1937-7743"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490093","display_name":"Jianjun Lei","orcid":"https://orcid.org/0000-0003-3171-7680"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Lei","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010970485","display_name":"Huazhu Fu","orcid":"https://orcid.org/0000-0002-9702-5524"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huazhu Fu","raw_affiliation_strings":["Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979003","display_name":"Haifeng Shen","orcid":"https://orcid.org/0000-0002-2654-3084"},"institutions":[{"id":"https://openalex.org/I4401726870","display_name":"Didi Chuxing (China)","ror":"https://ror.org/02ksqcf75","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Shen","raw_affiliation_strings":["AIoT Platform, Didi Chuxing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"AIoT Platform, Didi Chuxing, Beijing, China","institution_ids":["https://openalex.org/I4401726870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"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":"Qingming Huang","raw_affiliation_strings":["School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061202217"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":1.9016,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87674361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"33","issue":"8","first_page":"4041","last_page":"4053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998000264167786,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11666","display_name":"Color Science and Applications","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.8927563428878784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7704092860221863},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6442821025848389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388528943061829},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5862193703651428},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5828050374984741},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4306231141090393},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37300020456314087},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14901822805404663},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.12350884079933167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09029543399810791}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.8927563428878784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7704092860221863},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6442821025848389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388528943061829},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5862193703651428},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5828050374984741},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4306231141090393},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37300020456314087},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14901822805404663},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12350884079933167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09029543399810791},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3238580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3238580","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3316409514","display_name":null,"funder_award_id":"62125110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6212863906","display_name":null,"funder_award_id":"U21B2038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G732678408","display_name":null,"funder_award_id":"62101379","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7801426869","display_name":null,"funder_award_id":"61931008","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2041480464","https://openalex.org/W2070157203","https://openalex.org/W2108598243","https://openalex.org/W2109815552","https://openalex.org/W2136154655","https://openalex.org/W2194775991","https://openalex.org/W2295475768","https://openalex.org/W2412782625","https://openalex.org/W2487223242","https://openalex.org/W2519398256","https://openalex.org/W2604469346","https://openalex.org/W2624845660","https://openalex.org/W2766690534","https://openalex.org/W2767101793","https://openalex.org/W2768056146","https://openalex.org/W2769197712","https://openalex.org/W2884585870","https://openalex.org/W2889893736","https://openalex.org/W2891201469","https://openalex.org/W2893196010","https://openalex.org/W2904075311","https://openalex.org/W2919344340","https://openalex.org/W2948070565","https://openalex.org/W2955340181","https://openalex.org/W2957414648","https://openalex.org/W2963416674","https://openalex.org/W2982240121","https://openalex.org/W2984016939","https://openalex.org/W2985469567","https://openalex.org/W2997597456","https://openalex.org/W3034368090","https://openalex.org/W3034522851","https://openalex.org/W3035010169","https://openalex.org/W3038079672","https://openalex.org/W3085929857","https://openalex.org/W3108608656","https://openalex.org/W3109917355","https://openalex.org/W3118453581","https://openalex.org/W3127555982","https://openalex.org/W3134272453","https://openalex.org/W3166852674","https://openalex.org/W3168729576","https://openalex.org/W3174887243","https://openalex.org/W3176288137","https://openalex.org/W3191969711","https://openalex.org/W4205174848","https://openalex.org/W4205861598","https://openalex.org/W4214759829","https://openalex.org/W4285242672","https://openalex.org/W4285411654","https://openalex.org/W4306833423","https://openalex.org/W6631190155","https://openalex.org/W6639102338","https://openalex.org/W6723035389","https://openalex.org/W6753412334","https://openalex.org/W6786945892","https://openalex.org/W6791924438"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W4321353415","https://openalex.org/W2913146933","https://openalex.org/W2745001401","https://openalex.org/W2372385138","https://openalex.org/W4296359239"],"abstract_inverted_index":{"The":[0],"last":[1],"decade":[2],"has":[3],"witnessed":[4],"an":[5],"increasing":[6],"exploration":[7],"and":[8,57,95,107,140,167],"development":[9],"of":[10],"human":[11,36,54,63,77,85,101,118,176],"matting.":[12,78,177],"However,":[13],"existing":[14],"matting":[15,37,55,64,119,165],"works":[16],"primarily":[17],"focus":[18],"on":[19,51,83,152,175],"predicting":[20],"better":[21],"alpha":[22,127],"mattes":[23],"from":[24],"RGB":[25,146],"images.":[26],"So":[27],"far":[28],"few":[29],"efforts":[30],"have":[31],"been":[32],"devoted":[33],"to":[34],"tackling":[35],"in":[38,103,136,144],"real-world":[39,105],"activity":[40],"scenarios":[41,106],"with":[42],"RGB-D":[43,53,62,76,84,89,117],"information.":[44],"To":[45,79],"this":[46,48],"end,":[47],"paper":[49],"concentrates":[50],"the":[52,59,81,108,126,132,137,145,153,158,164,168],"task,":[56],"provides":[58],"first":[60],"public":[61],"benchmark":[65],"dataset":[66,91,155],"as":[67,69],"well":[68],"a":[70,87,113],"baseline":[71,114,170],"method":[72,115,171],"for":[73,116,163],"deep":[74],"learning-based":[75],"support":[80],"research":[82],"matting,":[86],"new":[88],"human-matting":[90],"(HDM-2K)":[92],"is":[93,120],"collected":[94],"released,":[96],"which":[97,123],"contains":[98],"2,270":[99],"high-resolution":[100],"images":[102],"various":[104],"corresponding":[109],"depth":[110,138,159],"maps.":[111],"Additionally,":[112],"further":[121],"proposed,":[122],"automatically":[124],"generates":[125],"matte":[128],"by":[129],"jointly":[130],"exploiting":[131],"spatial":[133],"structure":[134],"information":[135,143],"map":[139],"detailed":[141],"texture":[142],"image.":[147],"Finally,":[148],"extensive":[149],"experiments":[150],"conducted":[151],"HDM-2K":[154],"demonstrate":[156],"that":[157],"maps":[160],"are":[161],"effective":[162],"task":[166],"proposed":[169],"achieves":[172],"promising":[173],"performance":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}