{"id":"https://openalex.org/W3126909200","doi":"https://doi.org/10.1109/tcyb.2021.3051016","title":"Monocular Image-Based 3-D Model Retrieval: A Benchmark","display_name":"Monocular Image-Based 3-D Model Retrieval: A Benchmark","publication_year":2021,"publication_date":"2021-02-03","ids":{"openalex":"https://openalex.org/W3126909200","doi":"https://doi.org/10.1109/tcyb.2021.3051016","mag":"3126909200","pmid":"https://pubmed.ncbi.nlm.nih.gov/33531330"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3051016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3051016","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100634207","display_name":"Dan Song","orcid":"https://orcid.org/0000-0002-5864-0276"},"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":"Dan Song","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-5864-0276","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/A5001185571","display_name":"Weizhi Nie","orcid":"https://orcid.org/0000-0002-0578-8138"},"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":"Wei-Zhi Nie","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-0578-8138","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/A5100339851","display_name":"Wenhui Li","orcid":"https://orcid.org/0000-0001-9609-6120"},"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":"Wen-Hui Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-9609-6120","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/A5016415049","display_name":"Mohan Kankanhalli","orcid":"https://orcid.org/0000-0002-4846-2015"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan Kankanhalli","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4846-2015","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081485810","display_name":"An-An Liu","orcid":"https://orcid.org/0000-0001-5755-9145"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"An-An Liu","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-5755-9145","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100634207"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":1.3593,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82602724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"52","issue":"8","first_page":"8114","last_page":"8127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9962000250816345,"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":0.8164184093475342},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7777897715568542},{"id":"https://openalex.org/keywords/monocular","display_name":"Monocular","score":0.7131370902061462},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6757814884185791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6577072143554688},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5299305319786072},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46782225370407104},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44618621468544006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4274277687072754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42329156398773193},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4188652038574219},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37499362230300903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8164184093475342},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7777897715568542},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.7131370902061462},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6757814884185791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6577072143554688},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5299305319786072},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46782225370407104},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44618621468544006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4274277687072754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42329156398773193},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4188652038574219},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37499362230300903},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2021.3051016","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3051016","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:33531330","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33531330","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1149763565","display_name":null,"funder_award_id":"61872267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2050428177","display_name":null,"funder_award_id":"61772359","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3141489049","display_name":null,"funder_award_id":"A2005","funder_id":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University"},{"id":"https://openalex.org/G5469327279","display_name":null,"funder_award_id":"61902277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8436831516","display_name":null,"funder_award_id":"2020M680884","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G956964051","display_name":null,"funder_award_id":"A2012","funder_id":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W577846486","https://openalex.org/W1555459384","https://openalex.org/W1644641054","https://openalex.org/W1920022804","https://openalex.org/W1991264156","https://openalex.org/W2006518954","https://openalex.org/W2021122545","https://openalex.org/W2048997552","https://openalex.org/W2064675550","https://openalex.org/W2068078373","https://openalex.org/W2079089821","https://openalex.org/W2096733369","https://openalex.org/W2096943734","https://openalex.org/W2099789128","https://openalex.org/W2108598243","https://openalex.org/W2112074816","https://openalex.org/W2122585444","https://openalex.org/W2137914836","https://openalex.org/W2160754664","https://openalex.org/W2194775991","https://openalex.org/W2298605637","https://openalex.org/W2318793210","https://openalex.org/W2340690086","https://openalex.org/W2411243951","https://openalex.org/W2494470562","https://openalex.org/W2519379752","https://openalex.org/W2562741369","https://openalex.org/W2564853008","https://openalex.org/W2592962403","https://openalex.org/W2779039928","https://openalex.org/W2780605533","https://openalex.org/W2793456900","https://openalex.org/W2795694162","https://openalex.org/W2799162093","https://openalex.org/W2808170586","https://openalex.org/W2884771968","https://openalex.org/W2896356967","https://openalex.org/W2949813473","https://openalex.org/W2963446712","https://openalex.org/W2963731667","https://openalex.org/W2963744743","https://openalex.org/W2964350391","https://openalex.org/W2972392244","https://openalex.org/W2981506675","https://openalex.org/W2981630749","https://openalex.org/W3006683596","https://openalex.org/W3040248848","https://openalex.org/W3042481550","https://openalex.org/W3049237381","https://openalex.org/W4230981054","https://openalex.org/W4294576248","https://openalex.org/W6610487854","https://openalex.org/W6639480849","https://openalex.org/W6675410418","https://openalex.org/W6682132143","https://openalex.org/W6737976933","https://openalex.org/W6762083118","https://openalex.org/W6763422710","https://openalex.org/W6765720171","https://openalex.org/W6770598641","https://openalex.org/W6945164404","https://openalex.org/W7071216005"],"related_works":["https://openalex.org/W3009893655","https://openalex.org/W2546942002","https://openalex.org/W2970216048","https://openalex.org/W3097853387","https://openalex.org/W2382607599","https://openalex.org/W4292227954","https://openalex.org/W1926504679","https://openalex.org/W1994602742","https://openalex.org/W3150772620","https://openalex.org/W2737075200"],"abstract_inverted_index":{"Monocular":[0],"image-based":[1,59,156],"3-D":[2,10,60,157],"model":[3,61,158],"retrieval":[4],"aims":[5,161],"to":[6,127,162],"search":[7],"for":[8,57,140,154],"relevant":[9],"models":[11],"from":[12],"a":[13,48,66,135],"dataset":[14,50],"given":[15],"one":[16],"RGB":[17],"image":[18],"captured":[19],"in":[20,166],"the":[21,53,70,96,129,144,151],"real":[22],"world,":[23],"which":[24,160],"can":[25,75,86],"significantly":[26],"benefit":[27],"several":[28,91],"applications,":[29],"such":[30,94],"as":[31,95],"self-service":[32],"checkout,":[33],"online":[34],"shopping,":[35],"etc.":[36],"To":[37,143],"help":[38,163],"advance":[39],"this":[40,114,149],"promising":[41],"yet":[42],"challenging":[43],"research":[44,165],"topic,":[45],"we":[46,64,133],"built":[47],"novel":[49],"and":[51,80,105,119,131,138,172],"organized":[52],"first":[54,152],"international":[55],"contest":[56],"monocular":[58,155],"retrieval.":[62,174],"Moreover,":[63],"conduct":[65],"thorough":[67,136],"analysis":[68,137],"of":[69,98,146],"state-of-the-art":[71],"methods.":[72,82],"Existing":[73],"methods":[74,85,110],"be":[76,87],"classified":[77],"into":[78],"supervised":[79,84],"unsupervised":[81,109],"The":[83,108],"analyzed":[88],"based":[89],"on":[90,112],"important":[92],"aspects,":[93],"strategies":[97],"domain":[99,120,170],"adaptation,":[100,171],"view":[101],"fusion,":[102],"loss":[103],"function,":[104],"similarity":[106],"measure.":[107],"focus":[111],"solving":[113],"problem":[115],"with":[116],"unlabeled":[117],"data":[118],"adaptation.":[121],"Seven":[122],"popular":[123],"metrics":[124],"are":[125],"employed":[126],"evaluate":[128],"performance,":[130],"accordingly,":[132],"provide":[134],"guidance":[139],"future":[141],"work.":[142],"best":[145],"our":[147],"knowledge,":[148],"is":[150],"benchmark":[153],"retrieval,":[159],"related":[164],"multiview":[167],"feature":[168],"learning,":[169],"information":[173]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}