{"id":"https://openalex.org/W4404526005","doi":"https://doi.org/10.1145/3687973","title":"MVImgNet2.0: A Larger-scale Dataset of Multi-view Images","display_name":"MVImgNet2.0: A Larger-scale Dataset of Multi-view Images","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404526005","doi":"https://doi.org/10.1145/3687973"},"language":"en","primary_location":{"id":"doi:10.1145/3687973","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3687973","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"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 Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2412.01430","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034378184","display_name":"Yushuang Wu","orcid":"https://orcid.org/0009-0002-9725-0606"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yushuang Wu","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0002-9725-0606","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112965750","display_name":"Luyue Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyue Shi","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0002-2012-5014","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674215","display_name":"Haolin Liu","orcid":"https://orcid.org/0009-0009-4962-9217"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolin Liu","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0009-4962-9217","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102622484","display_name":"Hongjie Liao","orcid":"https://orcid.org/0009-0005-1992-7089"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjie Liao","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0005-1992-7089","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036054001","display_name":"Lingteng Qiu","orcid":"https://orcid.org/0000-0002-3250-0486"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]},{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingteng Qiu","raw_affiliation_strings":["Alibaba, Shenzhen, China","The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3250-0486","affiliations":[{"raw_affiliation_string":"Alibaba, Shenzhen, China","institution_ids":["https://openalex.org/I45928872"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069033376","display_name":"Weihao Yuan","orcid":"https://orcid.org/0000-0002-1362-3747"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Yuan","raw_affiliation_strings":["Alibaba, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1362-3747","affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052772478","display_name":"Xiaodong Gu","orcid":"https://orcid.org/0000-0003-2623-7973"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Gu","raw_affiliation_strings":["Alibaba, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2623-7973","affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019743637","display_name":"Zilong Dong","orcid":"https://orcid.org/0000-0002-6833-9102"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilong Dong","raw_affiliation_strings":["Alibaba, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6833-9102","affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042771880","display_name":"Xiaoguang Han","orcid":"https://orcid.org/0000-0003-0162-3296"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoguang Han","raw_affiliation_strings":["The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0162-3296","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5034378184"],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":0.2244,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53504932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"43","issue":"6","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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":0.9977999925613403,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9975000023841858,"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/scale","display_name":"Scale (ratio)","score":0.6395087242126465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.607577919960022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4496399462223053},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4334263503551483},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38160231709480286},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.159268319606781},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.15084737539291382}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6395087242126465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.607577919960022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4496399462223053},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4334263503551483},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38160231709480286},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.159268319606781},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15084737539291382}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3687973","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3687973","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"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 Graphics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2412.01430","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.01430","pdf_url":"https://arxiv.org/pdf/2412.01430","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2412.01430","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.01430","pdf_url":"https://arxiv.org/pdf/2412.01430","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2059496137","https://openalex.org/W2080629029","https://openalex.org/W2108598243","https://openalex.org/W2156598602","https://openalex.org/W2163446794","https://openalex.org/W2250384498","https://openalex.org/W2277195237","https://openalex.org/W2294182682","https://openalex.org/W2467255717","https://openalex.org/W2471962767","https://openalex.org/W2519683295","https://openalex.org/W2560722161","https://openalex.org/W2886641317","https://openalex.org/W2926429807","https://openalex.org/W2962778872","https://openalex.org/W2962785568","https://openalex.org/W2962793285","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2963739349","https://openalex.org/W2963850211","https://openalex.org/W2963926543","https://openalex.org/W2990578762","https://openalex.org/W3004414671","https://openalex.org/W3034530552","https://openalex.org/W3034564916","https://openalex.org/W3034917353","https://openalex.org/W3034968345","https://openalex.org/W3109585842","https://openalex.org/W3172573759","https://openalex.org/W3176368002","https://openalex.org/W3203583526","https://openalex.org/W4221151978","https://openalex.org/W4285102264","https://openalex.org/W4288083516","https://openalex.org/W4306820534","https://openalex.org/W4307004479","https://openalex.org/W4312757989","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4380994277","https://openalex.org/W4384115436","https://openalex.org/W4385318467","https://openalex.org/W4386076286","https://openalex.org/W4390873331","https://openalex.org/W4390874424","https://openalex.org/W4402774219","https://openalex.org/W6600234944","https://openalex.org/W6600669965","https://openalex.org/W6854839445"],"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":{"MVImgNet":[0,46,92],"is":[1,66,86,121,137],"a":[2,17,30,48,58,62,88,132,148],"large-scale":[3],"dataset":[4,43,60,80],"that":[5,44,65],"contains":[6],"multi-view":[7,27,201],"images":[8,202],"of":[9,19,50,87,104,112,128,147,180,188,203],"~220k":[10],"real-world":[11],"objects":[12,52,163],"in":[13,71,165,184],"238":[14],"classes.":[15],"As":[16],"counterpart":[18],"ImageNet,":[20],"it":[21],"introduces":[22],"3D":[23,36,59,190],"visual":[24],"signals":[25],"via":[26,159],"shooting,":[28],"making":[29],"soft":[31],"bridge":[32],"between":[33],"2D":[34,73],"and":[35,53,82,212],"vision.":[37],"This":[38],"paper":[39],"constructs":[40],"the":[41,72,78,105,110,118,141,178,181,186,207,219],"MVImgNet2.0":[42,85,183,193],"expands":[45],"into":[47],"total":[49],"~520k":[51],"515":[54],"categories,":[55],"which":[56,107,169],"derives":[57],"with":[61,115],"larger":[63],"scale":[64,81],"more":[67,133],"comparable":[68],"to":[69,77,94,123,139,217],"ones":[70],"domain.":[74],"In":[75],"addition":[76],"expanded":[79],"category":[83],"range,":[84],"higher":[89,129],"quality":[90],"than":[91],"owing":[93],"four":[95],"new":[96],"features:":[97],"(i)":[98],"most":[99],"shoots":[100],"capture":[101],"360\u00b0":[102],"views":[103],"objects,":[106,206],"can":[108,170],"support":[109],"learning":[111],"object":[113,126],"reconstruction":[114,191],"completeness;":[116],"(ii)":[117],"segmentation":[119],"manner":[120],"advanced":[122,160],"produce":[124],"foreground":[125],"masks":[127],"accuracy;":[130],"(iii)":[131],"powerful":[134],"structure-from-motion":[135],"method":[136],"adopted":[138],"derive":[140],"camera":[142],"pose":[143],"for":[144,162,172],"each":[145],"frame":[146],"lower":[149],"estimation":[150],"error;":[151],"(iv)":[152],"higher-quality":[153],"dense":[154],"point":[155,210],"clouds":[156],"are":[157],"reconstructed":[158,208],"methods":[161],"captured":[164],"360":[166],"\u00b0":[167],"views,":[168],"serve":[171],"downstream":[173],"applications.":[174],"Extensive":[175],"experiments":[176],"confirm":[177],"value":[179],"proposed":[182],"boosting":[185],"performance":[187],"large":[189],"models.":[192],"will":[194],"be":[195],"public":[196],"at":[197],"luyues.github.io/mvimgnet2":[198],",":[199],"including":[200],"all":[204],"520k":[205],"high-quality":[209],"clouds,":[211],"data":[213],"annotation":[214],"codes,":[215],"hoping":[216],"inspire":[218],"broader":[220],"vision":[221],"community.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2024-11-20T00:00:00"}
