{"id":"https://openalex.org/W4304087159","doi":"https://doi.org/10.1145/3503161.3548017","title":"Learning Visible Surface Area Estimation for Irregular Objects","display_name":"Learning Visible Surface Area Estimation for Irregular Objects","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304087159","doi":"https://doi.org/10.1145/3503161.3548017"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3548017","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548017","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3503161.3548017","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100331697","display_name":"Xu Liu","orcid":"https://orcid.org/0000-0002-4444-3896"},"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":true,"raw_author_name":"Xu Liu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402802","display_name":"Jianing Li","orcid":"https://orcid.org/0000-0002-7468-0622"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Li","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080185193","display_name":"Xianqi Zhang","orcid":"https://orcid.org/0000-0002-0887-6192"},"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":"Xianqi Zhang","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016148764","display_name":"Jingyuan Sun","orcid":"https://orcid.org/0000-0003-0058-3325"},"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":"Jingyuan Sun","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033392371","display_name":"Xiaopeng Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"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":"Xiaopeng Fan","raw_affiliation_strings":["Harbin Institute of Technology & Peng Cheng Laboratory, Harbin & Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology & Peng Cheng Laboratory, Harbin & Shenzhen, China","institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023918894","display_name":"Yonghong Tian","orcid":"https://orcid.org/0000-0002-2978-5935"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Tian","raw_affiliation_strings":["Peking University & Peng Cheng Laboratory, Beijing & Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University & Peng Cheng Laboratory, Beijing & Shenzhen, China","institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100331697"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.2062,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54851138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2333","last_page":"2343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.73404860496521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5229185819625854},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.5209382772445679},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5083553194999695},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.4622838795185089},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4423019587993622},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1332755982875824},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11292406916618347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73404860496521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5229185819625854},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.5209382772445679},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5083553194999695},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.4622838795185089},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4423019587993622},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1332755982875824},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11292406916618347},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3503161.3548017","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548017","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3503161.3548017","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3548017","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4699999988079071,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1923184257","https://openalex.org/W1965437736","https://openalex.org/W1997241505","https://openalex.org/W2024634650","https://openalex.org/W2080308836","https://openalex.org/W2086254590","https://openalex.org/W2111078569","https://openalex.org/W2117539524","https://openalex.org/W2122926243","https://openalex.org/W2167613591","https://openalex.org/W2194775991","https://openalex.org/W2209196558","https://openalex.org/W2346323031","https://openalex.org/W2468368736","https://openalex.org/W2560722161","https://openalex.org/W2744110210","https://openalex.org/W2749581528","https://openalex.org/W2963587345","https://openalex.org/W2963703197","https://openalex.org/W2963892972","https://openalex.org/W2998633559","https://openalex.org/W2999947750","https://openalex.org/W3034479628","https://openalex.org/W3034597466","https://openalex.org/W3093600664","https://openalex.org/W3106611486","https://openalex.org/W3107992529","https://openalex.org/W3114007253","https://openalex.org/W3174210526","https://openalex.org/W3175233244","https://openalex.org/W3202538459","https://openalex.org/W3205483686","https://openalex.org/W3206600220","https://openalex.org/W3206836360","https://openalex.org/W3207065311","https://openalex.org/W3207589251","https://openalex.org/W3209635225","https://openalex.org/W3215492336","https://openalex.org/W4210532103","https://openalex.org/W4242177601","https://openalex.org/W4285345667"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","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","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Visible":[0],"surface":[1,30,66,78,93,111,134,146,165,186],"area":[2,31,67,79,94,135,147,166,187],"estimation":[3,95],"for":[4,64,80,142,188],"irregular":[5,81,168,189],"objects,":[6],"one":[7],"of":[8,21,170],"the":[9,28,40,46,71,76,109,118,122,132,150,154,161,171,184],"most":[10],"fundamental":[11],"and":[12,45,121,138,194,216],"challenging":[13],"topics":[14],"in":[15,163],"mathematics,":[16],"supports":[17],"a":[18,58,90,104],"wide":[19],"range":[20],"applications.":[22],"The":[23,125,174],"existing":[24],"techniques":[25],"usually":[26],"estimate":[27,75,183],"visible":[29,65,77,92,110,133,145,164,185],"via":[32],"mathematical":[33],"modeling":[34],"from":[35,83],"3D":[36,41],"point":[37],"clouds.":[38],"However,":[39],"scanner":[42],"is":[43,50,70,128,157],"expensive,":[44],"corresponding":[47],"evaluation":[48],"method":[49],"too":[51],"complex.":[52],"In":[53],"this":[54,199,206],"paper,":[55],"we":[56,87,102],"propose":[57],"novel":[59,91],"problem":[60],"setting,":[61],"deep":[62],"learning":[63],"estimation,":[68],"which":[69],"first":[72,88],"trial":[73],"to":[74,107,130,159],"objects":[82,169,190],"monocular":[84],"images.":[85],"Technically,":[86],"build":[89],"dataset":[96],"including":[97,113],"9099":[98],"real":[99],"annotations.":[100],"Then,":[101],"design":[103],"learning-based":[105],"architecture":[106],"predict":[108,131],"area,":[112],"two":[114],"core":[115],"modules":[116],"(i.e.,":[117],"classification":[119,126],"module":[120,127,152],"area-bins":[123,151],"module).":[124],"presented":[129],"distribution":[136],"interval":[137],"assist":[139],"network":[140],"training":[141],"more":[143],"accurate":[144],"estimation.":[148],"Meanwhile,":[149],"using":[153],"transformer":[155],"encoder":[156],"proposed":[158],"distinguish":[160],"difference":[162],"between":[167],"same":[172],"category.":[173],"experimental":[175],"results":[176],"demonstrate":[177],"that":[178,198],"our":[179],"approach":[180],"can":[181],"effectively":[182],"with":[191],"various":[192],"categories":[193],"sizes.":[195],"We":[196],"hope":[197],"work":[200],"will":[201],"attract":[202],"further":[203],"research":[204,211],"into":[205],"newly":[207],"identified,":[208],"yet":[209],"crucial":[210],"direction.":[212],"Our":[213],"source":[214],"code":[215],"data":[217],"are":[218],"available":[219],"at":[220],"\\textcolormagenta":[221],"\\urlhttps://github.com/liuxu0303/VSAnet":[222],".":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}