{"id":"https://openalex.org/W2789544120","doi":"https://doi.org/10.1109/tip.2018.2814217","title":"Benchmark Data Set and Method for Depth Estimation From Light Field Images","display_name":"Benchmark Data Set and Method for Depth Estimation From Light Field Images","publication_year":2018,"publication_date":"2018-03-09","ids":{"openalex":"https://openalex.org/W2789544120","doi":"https://doi.org/10.1109/tip.2018.2814217","mag":"2789544120","pmid":"https://pubmed.ncbi.nlm.nih.gov/29993776"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2018.2814217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2814217","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5022848316","display_name":"Mingtao Feng","orcid":"https://orcid.org/0000-0003-0384-3743"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingtao Feng","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025640070","display_name":"Yaonan Wang","orcid":"https://orcid.org/0000-0002-0519-6458"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaonan Wang","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414731","display_name":"Jian Liu","orcid":"https://orcid.org/0000-0003-3258-0380"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Liu","raw_affiliation_strings":["School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425268","display_name":"Liang Zhang","orcid":"https://orcid.org/0000-0003-1566-4902"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["School of Software, Xidian University, Xi\u2019an, China","School of Software, Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Software, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024255872","display_name":"Hasan Firdaus Mohd Zaki","orcid":"https://orcid.org/0000-0002-7209-4355"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hasan F. M. Zaki","raw_affiliation_strings":["School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089986388","display_name":"Ajmal Mian","orcid":"https://orcid.org/0000-0002-5206-3842"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ajmal Mian","raw_affiliation_strings":["School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, The University of Western Australia, Perth, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022848316"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":2.977,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.93658728,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"27","issue":"7","first_page":"3586","last_page":"3598"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998999834060669,"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":0.9998999834060669,"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/T10638","display_name":"Optical measurement and interference 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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6505058407783508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5943098664283752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5699433088302612},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5362170934677124},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.535082995891571},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4996466636657715},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4876903295516968},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4776700437068939},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4182893931865692},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3846331238746643},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3336331844329834},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2937581539154053},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2643578052520752},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14472028613090515},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1035451591014862},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.09166452288627625}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6505058407783508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5943098664283752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699433088302612},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5362170934677124},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.535082995891571},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4996466636657715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4876903295516968},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4776700437068939},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4182893931865692},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3846331238746643},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3336331844329834},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2937581539154053},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2643578052520752},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14472028613090515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1035451591014862},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.09166452288627625},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2018.2814217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2814217","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:29993776","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29993776","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:generic.eprints.org:64466","is_oa":false,"landing_page_url":"http://irep.iium.edu.my/64466/1/64466_Benchmark%20Data%20Set%20and%20Method%20for%20Depth.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400713","display_name":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4164984","host_organization_name":"International Islamic University Malaysia","host_organization_lineage":["https://openalex.org/I4164984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:pure.atira.dk:publications/4a7525f3-da55-4509-b5ba-c0479c8ecfa1","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85043470429&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Feng , M , Wang , Y , Liu , J , Zhang , L , Zaki , H F M & Mian , A 2018 , ' Benchmark Data Set and Method for Depth Estimation from Light Field Images ' , IEEE Transactions on Image Processing , vol. 27 , no. 7 , pp. 3586-3598 . https://doi.org/10.1109/TIP.2018.2814217","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8399999737739563,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3321801373","display_name":null,"funder_award_id":"DP160101458","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4442073837","display_name":null,"funder_award_id":"61573135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5797785011","display_name":null,"funder_award_id":"16010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6421781732","display_name":null,"funder_award_id":"61401046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7088974793","display_name":null,"funder_award_id":"61401046","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G7516565994","display_name":null,"funder_award_id":"61573135","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8343701410","display_name":null,"funder_award_id":"61573134","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8625346390","display_name":null,"funder_award_id":"61573134","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/F4320322191","display_name":"Hunan University","ror":"https://ror.org/05htk5m33"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1540131840","https://openalex.org/W1585668122","https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W1914596733","https://openalex.org/W1917434997","https://openalex.org/W1948643287","https://openalex.org/W1955055330","https://openalex.org/W2005441409","https://openalex.org/W2007165614","https://openalex.org/W2014345353","https://openalex.org/W2017399967","https://openalex.org/W2039298799","https://openalex.org/W2042687553","https://openalex.org/W2058532290","https://openalex.org/W2063366997","https://openalex.org/W2063466834","https://openalex.org/W2064586097","https://openalex.org/W2097117768","https://openalex.org/W2105557003","https://openalex.org/W2107322951","https://openalex.org/W2109729657","https://openalex.org/W2116361875","https://openalex.org/W2119599674","https://openalex.org/W2122712590","https://openalex.org/W2128268941","https://openalex.org/W2128359381","https://openalex.org/W2137313943","https://openalex.org/W2144041313","https://openalex.org/W2149694199","https://openalex.org/W2155893237","https://openalex.org/W2162834014","https://openalex.org/W2163605009","https://openalex.org/W2164278908","https://openalex.org/W2166774562","https://openalex.org/W2167749154","https://openalex.org/W2169980043","https://openalex.org/W2194775991","https://openalex.org/W2200825767","https://openalex.org/W2259424905","https://openalex.org/W2289524987","https://openalex.org/W2297633669","https://openalex.org/W2337243791","https://openalex.org/W2341651707","https://openalex.org/W2345834824","https://openalex.org/W2430642417","https://openalex.org/W2440384215","https://openalex.org/W2464308330","https://openalex.org/W2465488276","https://openalex.org/W2513285095","https://openalex.org/W2551052086","https://openalex.org/W2586620788","https://openalex.org/W2591697814","https://openalex.org/W2741694910","https://openalex.org/W2778641202","https://openalex.org/W2963446712","https://openalex.org/W3100388886","https://openalex.org/W4244705922","https://openalex.org/W4292363360","https://openalex.org/W6634891648","https://openalex.org/W6640763731","https://openalex.org/W6652100536","https://openalex.org/W6675783809","https://openalex.org/W6680152570","https://openalex.org/W6684191040","https://openalex.org/W6684694901","https://openalex.org/W6704184719","https://openalex.org/W6725968855","https://openalex.org/W6734447043"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W3114272811","https://openalex.org/W2594414941"],"abstract_inverted_index":{"Convolutional":[0],"Neural":[1],"Networks":[2],"(CNN)":[3],"have":[4],"performed":[5],"extremely":[6],"well":[7],"for":[8,29,87,99,200],"many":[9],"image":[10,116],"analysis":[11],"tasks.":[12],"However,":[13],"supervised":[14],"training":[15],"of":[16,23,56,95,136,175],"deep":[17],"CNN":[18,48,103],"architectures":[19],"requires":[20],"huge":[21],"amounts":[22],"labelled":[24],"data":[25],"which":[26,180],"is":[27,80,107,181],"unavailable":[28],"light":[30,40,114,133,204],"field":[31,41,115,134,205],"images.":[32,206],"In":[33],"this":[34],"paper,":[35],"we":[36],"leverage":[37],"on":[38,186],"synthetic":[39,188],"images":[42,135],"and":[43,90,148,189],"propose":[44,126],"a":[45,76,118,121,127],"two":[46,77,97],"stream":[47,78],"network":[49,79],"that":[50,194],"learns":[51],"to":[52,82,167],"estimate":[53],"the":[54,68,88,93,96,111,141,158,178,187],"disparities":[55],"multiple":[57],"correlated":[58],"neighbourhood":[59],"pixels":[60],"from":[61,203],"their":[62,74,149],"Epipolar":[63],"Plane":[64],"Images":[65],"(EPI).":[66],"Since":[67],"EPIs":[69,89],"are":[70],"unrelated":[71],"except":[72],"at":[73],"intersection,":[75],"proposed":[81],"learn":[83],"convolution":[84],"weights":[85],"individually":[86],"then":[91,108],"combine":[92],"outputs":[94],"streams":[98],"disparity":[100,105],"estimation.":[101],"The":[102],"estimated":[104],"map":[106],"refined":[109],"using":[110],"central":[112],"RGB":[113],"as":[117,153],"prior":[119],"in":[120,145,177],"variational":[122],"technique.":[123],"We":[124],"also":[125],"new":[128],"real":[129,190],"world":[130,191],"dataset":[131,162],"comprising":[132],"19":[137],"objects":[138],"captured":[139,156],"with":[140,157],"Lytro":[142],"Illum":[143],"camera":[144],"outdoor":[146],"scenes":[147],"corresponding":[150],"3D":[151,171],"pointclouds,":[152],"ground":[154],"truth,":[155],"3dMD":[159],"scanner.":[160],"This":[161],"will":[163],"be":[164],"made":[165],"public":[166],"allow":[168],"more":[169],"precise":[170],"pointcloud":[172],"level":[173],"comparison":[174],"algorithms":[176],"future":[179],"currently":[182],"not":[183],"possible.":[184],"Experiments":[185],"datasets":[192],"show":[193],"our":[195],"algorithm":[196],"outperforms":[197],"existing":[198],"state-of-the-art":[199],"depth":[201],"estimation":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}