{"id":"https://openalex.org/W4372348803","doi":"https://doi.org/10.1145/3596445","title":"Modeling Long-range Dependencies and Epipolar Geometry for Multi-view Stereo","display_name":"Modeling Long-range Dependencies and Epipolar Geometry for Multi-view Stereo","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372348803","doi":"https://doi.org/10.1145/3596445"},"language":"en","primary_location":{"id":"doi:10.1145/3596445","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3596445","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Modeling_Long-range_Dependencies_and_Epipolar_Geometry_for_Multi-view_Stereo/27815649","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101904293","display_name":"Jie Zhu","orcid":"https://orcid.org/0000-0003-4081-2073"},"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":"Jie Zhu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0003-4081-2073","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","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":false,"raw_author_name":"Bo Peng","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0002-6616-453X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695040","display_name":"Wanqing Li","orcid":"https://orcid.org/0000-0002-4427-2687"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanqing Li","raw_affiliation_strings":["Advanced Multimedia Research Lab, University of Wollongong, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4427-2687","affiliations":[{"raw_affiliation_string":"Advanced Multimedia Research Lab, University of Wollongong, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"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, China"],"raw_orcid":"https://orcid.org/0000-0002-2654-3084","affiliations":[{"raw_affiliation_string":"AIoT Platform, Didi Chuxing, China","institution_ids":["https://openalex.org/I4401726870"]}]},{"author_position":"middle","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, China"],"raw_orcid":"https://orcid.org/0000-0001-7542-296X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","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, China"],"raw_orcid":"https://orcid.org/0000-0003-3171-7680","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2434,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93565445,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"19","issue":"6","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":1.0,"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/T10531","display_name":"Advanced Vision and Imaging","score":1.0,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9980000257492065,"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/epipolar-geometry","display_name":"Epipolar geometry","score":0.9530404806137085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8025661706924438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6407842636108398},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5224622488021851},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5155482292175293},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4942648410797119},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.45453861355781555},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.453662246465683},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4309685230255127},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature matching","score":0.4267188608646393},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4146439731121063},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.2683244049549103},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14654874801635742},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13064619898796082},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06298181414604187}],"concepts":[{"id":"https://openalex.org/C23379248","wikidata":"https://www.wikidata.org/wiki/Q200904","display_name":"Epipolar geometry","level":3,"score":0.9530404806137085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8025661706924438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6407842636108398},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5224622488021851},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5155482292175293},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4942648410797119},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.45453861355781555},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.453662246465683},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4309685230255127},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.4267188608646393},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4146439731121063},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2683244049549103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14654874801635742},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13064619898796082},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06298181414604187},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3596445","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3596445","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"},{"id":"pmh:oai:ro.uow.edu.au:test2021-14786","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/9239","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Harvesting Series","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27815649","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Modeling_Long-range_Dependencies_and_Epipolar_Geometry_for_Multi-view_Stereo/27815649","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27815649","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Modeling_Long-range_Dependencies_and_Epipolar_Geometry_for_Multi-view_Stereo/27815649","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1025913368","display_name":null,"funder_award_id":"2021TQ0244","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1284802196","display_name":null,"funder_award_id":"2021YFB2802300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1831128326","display_name":null,"funder_award_id":"2022M712371, 2021TQ0244","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"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/G4725545030","display_name":null,"funder_award_id":"61931014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5274602479","display_name":null,"funder_award_id":"21JCQNJC01520","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"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/G744198441","display_name":null,"funder_award_id":"2021YFB2802300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8520243446","display_name":null,"funder_award_id":"2022M712371","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8876567165","display_name":null,"funder_award_id":"62125110, 62101379, 61931014","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W569478347","https://openalex.org/W2064675550","https://openalex.org/W2128052895","https://openalex.org/W2129404737","https://openalex.org/W2157331557","https://openalex.org/W2560662850","https://openalex.org/W2737994064","https://openalex.org/W2738551266","https://openalex.org/W2784130972","https://openalex.org/W2904232353","https://openalex.org/W2912152775","https://openalex.org/W2996368995","https://openalex.org/W3014605045","https://openalex.org/W3023742835","https://openalex.org/W3034643157","https://openalex.org/W3091687261","https://openalex.org/W3104631102","https://openalex.org/W3157598734","https://openalex.org/W4200268060","https://openalex.org/W4210786150","https://openalex.org/W4213386995","https://openalex.org/W4214931354","https://openalex.org/W4281748179","https://openalex.org/W4285411654","https://openalex.org/W4288707159","https://openalex.org/W4303982337","https://openalex.org/W4310895557","https://openalex.org/W6809734994"],"related_works":["https://openalex.org/W2350424104","https://openalex.org/W2152949619","https://openalex.org/W2390314822","https://openalex.org/W1090580760","https://openalex.org/W4365793569","https://openalex.org/W2389991515","https://openalex.org/W2050706403","https://openalex.org/W2395120299","https://openalex.org/W2499438468","https://openalex.org/W2479744187"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,65,99],"network,":[4],"referred":[5],"to":[6,51,71,88,95,115],"as":[7],"Multi-View":[8],"Stereo":[9],"TRansformer":[10],"(MVSTR)":[11],"for":[12,43],"depth":[13],"estimation":[14],"from":[15],"multi-view":[16,47],"images.":[17],"By":[18],"modeling":[19],"long-range":[20,74],"dependencies":[21,75],"and":[22,37,136],"epipolar":[23,105,111],"geometry,":[24],"the":[25,53,56,124,128,133,141],"proposed":[26,125],"MVSTR":[27,126],"is":[28,69,108,113],"capable":[29],"of":[30,55,60,81,92],"extracting":[31],"dense":[32],"features":[33,80,91],"with":[34,103],"global":[35,78],"context":[36],"3D":[38,97],"consistency,":[39],"which":[40],"are":[41,84],"crucial":[42],"reliable":[44],"matching":[45],"in":[46],"stereo":[48],"(MVS).":[49],"Specifically,":[50],"tackle":[52],"problem":[54],"limited":[57],"receptive":[58],"field":[59],"existing":[61],"CNN-based":[62],"MVS":[63],"methods,":[64],"global-context":[66],"Transformer":[67,101],"module":[68,102],"designed":[70],"establish":[72],"intra-view":[73],"so":[76],"that":[77,123],"contextual":[79],"each":[82,93],"view":[83,94],"obtained.":[85],"In":[86],"addition,":[87],"further":[89],"enable":[90],"be":[96],"consistent,":[98],"3D-consistency":[100],"an":[104],"feature":[106],"sampler":[107],"built,":[109],"where":[110],"geometry":[112],"modeled":[114],"effectively":[116],"facilitate":[117],"cross-view":[118],"interaction.":[119],"Experimental":[120],"results":[121],"show":[122],"achieves":[127],"best":[129],"overall":[130],"performance":[131],"on":[132,140],"DTU":[134],"dataset":[135],"demonstrates":[137],"strong":[138],"generalization":[139],"Tanks":[142],"&":[143],"Temples":[144],"benchmark":[145],"dataset.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}