{"id":"https://openalex.org/W4396853203","doi":"https://doi.org/10.1109/tmm.2024.3397080","title":"CMVDE: Consistent Multi-View Video Depth Estimation via Geometric-Temporal Coupling Approach","display_name":"CMVDE: Consistent Multi-View Video Depth Estimation via Geometric-Temporal Coupling Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396853203","doi":"https://doi.org/10.1109/tmm.2024.3397080"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3397080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3397080","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5114723387","display_name":"Hosung Son","orcid":"https://orcid.org/0009-0008-4518-5746"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hosung Son","raw_affiliation_strings":["Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea"],"raw_orcid":"https://orcid.org/0009-0008-4518-5746","affiliations":[{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028370911","display_name":"Min-jung Shin","orcid":"https://orcid.org/0000-0001-7201-5293"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min-jung Shin","raw_affiliation_strings":["Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0001-7201-5293","affiliations":[{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084595855","display_name":"Minji Cho","orcid":"https://orcid.org/0000-0003-1417-8953"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minji Cho","raw_affiliation_strings":["Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0003-1417-8953","affiliations":[{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014398877","display_name":"Joonsoo Kim","orcid":"https://orcid.org/0000-0002-6470-0773"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonsoo Kim","raw_affiliation_strings":["Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6470-0773","affiliations":[{"raw_affiliation_string":"Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, Rep. of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111437302","display_name":"Kugjin Yun","orcid":"https://orcid.org/0009-0002-7574-2853"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kug-jin Yun","raw_affiliation_strings":["Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, Rep. of Korea"],"raw_orcid":"https://orcid.org/0009-0002-7574-2853","affiliations":[{"raw_affiliation_string":"Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Immersive Media Research Section, Electronics and Telecommunications Research Institute, Daejeon, Rep. of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084904773","display_name":"Suk\u2010Ju Kang","orcid":"https://orcid.org/0000-0002-4809-956X"},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suk-Ju Kang","raw_affiliation_strings":["Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4809-956X","affiliations":[{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, South Korea","institution_ids":["https://openalex.org/I148751991"]},{"raw_affiliation_string":"Vision and Display Systems Laboratory for Electronic Engineering, Sogang University, Seoul, Rep. of Korea","institution_ids":["https://openalex.org/I148751991"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0530912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"9710","last_page":"9721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9994999766349792,"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":0.9994999766349792,"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/T11105","display_name":"Advanced Image Processing Techniques","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/T11439","display_name":"Video Analysis and Summarization","score":0.9947999715805054,"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":0.7967646718025208},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4640793800354004},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.43590012192726135},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4316728711128235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4203607141971588},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.35649001598358154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7967646718025208},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4640793800354004},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.43590012192726135},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4316728711128235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4203607141971588},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.35649001598358154},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3397080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3397080","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G5384932576","display_name":null,"funder_award_id":"IITP-2024-RS-2023-00260091","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1924770834","https://openalex.org/W2042819305","https://openalex.org/W2138821028","https://openalex.org/W2194775991","https://openalex.org/W2594519801","https://openalex.org/W2885010430","https://openalex.org/W2914626029","https://openalex.org/W2926429807","https://openalex.org/W2935854115","https://openalex.org/W2950557037","https://openalex.org/W2962793285","https://openalex.org/W2962960377","https://openalex.org/W2963285578","https://openalex.org/W2963488291","https://openalex.org/W2963840672","https://openalex.org/W2964009301","https://openalex.org/W2982014906","https://openalex.org/W2983954598","https://openalex.org/W2990946490","https://openalex.org/W3018603234","https://openalex.org/W3034375692","https://openalex.org/W3034530552","https://openalex.org/W3034564916","https://openalex.org/W3034600477","https://openalex.org/W3048510980","https://openalex.org/W3060975791","https://openalex.org/W3096831136","https://openalex.org/W3109428934","https://openalex.org/W3166512471","https://openalex.org/W3167090845","https://openalex.org/W3172610252","https://openalex.org/W3173409262","https://openalex.org/W3174211490","https://openalex.org/W3174541782","https://openalex.org/W3194822352","https://openalex.org/W4214520160","https://openalex.org/W4214651109","https://openalex.org/W4285102428","https://openalex.org/W4290713684","https://openalex.org/W4306157941","https://openalex.org/W4312460030","https://openalex.org/W4312660290","https://openalex.org/W4312709344","https://openalex.org/W4312725665","https://openalex.org/W4313477588","https://openalex.org/W4327971044","https://openalex.org/W4383108767","https://openalex.org/W6628877408","https://openalex.org/W6631190155","https://openalex.org/W6638444622","https://openalex.org/W6640212811","https://openalex.org/W6685562342","https://openalex.org/W6696085341","https://openalex.org/W6758510812","https://openalex.org/W6766261854","https://openalex.org/W6766620857"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","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":{"In":[0],"the":[1,91,102,116,148],"field":[2],"of":[3],"video":[4,39,50,83,113,158],"depth":[5,26,51,127,142,159],"estimation,":[6],"significant":[7],"strides":[8],"have":[9],"been":[10],"made":[11],"with":[12,115],"deep":[13],"learning-based":[14],"multi-view":[15,32,57,72,157],"stereo":[16],"approaches.":[17],"However,":[18],"existing":[19],"studies":[20],"struggle":[21],"to":[22,133],"produce":[23],"consistently":[24],"accurate":[25],"maps":[27],"that":[28,54],"account":[29],"for":[30,101],"both":[31],"geometry":[33],"and":[34,144,151],"temporal":[35,109,117],"consistency":[36,68,110,118,146],"from":[37],"monocular":[38],"contents.":[40],"To":[41],"overcome":[42],"this":[43],"limitation,":[44],"we":[45],"introduce":[46],"CMVDE,":[47],"an":[48,62,97],"innovative":[49],"estimation":[52,160],"framework":[53,107],"leverages":[55],"a":[56],"geometric-temporal":[58],"coupling":[59],"approach":[60,137],"in":[61,141],"end-to-end":[63],"manner.":[64],"Our":[65],"proposed":[66],"geometric":[67,73,130],"module":[69,119],"efficiently":[70],"generates":[71],"features":[74,89],"by":[75],"employing":[76],"mutual":[77],"cross-view":[78],"epipolar":[79],"attention":[80],"between":[81],"adjacent":[82],"frames.":[84],"Additionally,":[85],"it":[86],"compresses":[87],"these":[88],"using":[90],"novel":[92],"multi-scale":[93],"feature":[94],"compressor,":[95],"producing":[96],"effective":[98],"input":[99],"tensor":[100],"subsequent":[103],"module.":[104],"Moreover,":[105],"our":[106,136],"enhances":[108],"across":[111],"consecutive":[112,145],"frames":[114],"based":[120],"on":[121,147],"convolutional":[122],"LSTM":[123],"1":[124],"leveraging":[125],"previous":[126,156],"information":[128],"as":[129],"guidance.":[131],"Compared":[132],"state-of-the-art":[134],"models,":[135],"achieves":[138],"superior":[139],"performance":[140],"quality":[143],"ScanNet":[149],"2":[150],"7-Scenes":[152],"3":[153],"datasets,":[154],"surpassing":[155],"methods.":[161]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}