{"id":"https://openalex.org/W4399292729","doi":"https://doi.org/10.3390/s24113583","title":"Efficiency\u2013Accuracy Trade-Off in Light Field Estimation with Cost Volume Construction and Aggregation","display_name":"Efficiency\u2013Accuracy Trade-Off in Light Field Estimation with Cost Volume Construction and Aggregation","publication_year":2024,"publication_date":"2024-06-01","ids":{"openalex":"https://openalex.org/W4399292729","doi":"https://doi.org/10.3390/s24113583","pmid":"https://pubmed.ncbi.nlm.nih.gov/38894371"},"language":"en","primary_location":{"id":"doi:10.3390/s24113583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113583","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3583/pdf?version=1717235719","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/11/3583/pdf?version=1717235719","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082564441","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-1684-7356"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"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":["AU","CN"],"is_corresponding":false,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia","State Key Laboratory of Advanced Design and Manufacturing for the Vehicle Body, Hunan University, Changsha 410012, China"],"raw_orcid":"https://orcid.org/0000-0003-1684-7356","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing for the Vehicle Body, Hunan University, Changsha 410012, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038845225","display_name":"Stuart Perry","orcid":"https://orcid.org/0000-0002-2794-3178"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuart Perry","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2794-3178","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087688463","display_name":"Xiujing Gao","orcid":"https://orcid.org/0009-0008-9660-0823"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiujing Gao","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Marine Smart Equipment, Fuzhou 350118, China","School of Smart Marine Science and Engineering, Fujian University of Technology, Fuzhou 350118, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Marine Smart Equipment, Fuzhou 350118, China","institution_ids":[]},{"raw_affiliation_string":"School of Smart Marine Science and Engineering, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025821012","display_name":"Hongwu Huang","orcid":null},"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"]},{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongwu Huang","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Marine Smart Equipment, Fuzhou 350118, China","School of Smart Marine Science and Engineering, Fujian University of Technology, Fuzhou 350118, China","State Key Laboratory of Advanced Design and Manufacturing for the Vehicle Body, Hunan University, Changsha 410012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Marine Smart Equipment, Fuzhou 350118, China","institution_ids":[]},{"raw_affiliation_string":"School of Smart Marine Science and Engineering, Fujian University of Technology, Fuzhou 350118, China","institution_ids":["https://openalex.org/I83791580"]},{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing for the Vehicle Body, Hunan University, Changsha 410012, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025821012"],"corresponding_institution_ids":["https://openalex.org/I16609230","https://openalex.org/I83791580"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.2317,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47375739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"11","first_page":"3583","last_page":"3583"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9972000122070312,"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":0.996999979019165,"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":0.6911367177963257},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6757585406303406},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4546511471271515},{"id":"https://openalex.org/keywords/accuracy-and-precision","display_name":"Accuracy and precision","score":0.423259437084198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41110464930534363},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.41102200746536255},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3923036456108093},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3285759389400482},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3218708038330078},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21166685223579407},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17579883337020874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6911367177963257},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6757585406303406},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4546511471271515},{"id":"https://openalex.org/C202799725","wikidata":"https://www.wikidata.org/wiki/Q272035","display_name":"Accuracy and precision","level":2,"score":0.423259437084198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41110464930534363},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.41102200746536255},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3923036456108093},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3285759389400482},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3218708038330078},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21166685223579407},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17579883337020874},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s24113583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113583","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3583/pdf?version=1717235719","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38894371","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38894371","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11175282","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11175282","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11175282/pdf/sensors-24-03583.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:086dc836075d4664b50d516a334ae59c","is_oa":true,"landing_page_url":"https://doaj.org/article/086dc836075d4664b50d516a334ae59c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 11, p 3583 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/11/3583/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24113583","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24113583","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113583","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3583/pdf?version=1717235719","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3892335146","display_name":null,"funder_award_id":"2023HZ025003","funder_id":"https://openalex.org/F4320325142","funder_display_name":"Fujian University of Technology"},{"id":"https://openalex.org/G5320113935","display_name":null,"funder_award_id":"GY-Z23027","funder_id":"https://openalex.org/F4320325142","funder_display_name":"Fujian University of Technology"},{"id":"https://openalex.org/G5921667683","display_name":null,"funder_award_id":"2022G02008","funder_id":"https://openalex.org/F4320325142","funder_display_name":"Fujian University of Technology"},{"id":"https://openalex.org/G8341441899","display_name":null,"funder_award_id":"GY-Z220233","funder_id":"https://openalex.org/F4320325142","funder_display_name":"Fujian University of Technology"}],"funders":[{"id":"https://openalex.org/F4320325142","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399292729.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1540131840","https://openalex.org/W1914596733","https://openalex.org/W1924457599","https://openalex.org/W1975089519","https://openalex.org/W2007165614","https://openalex.org/W2042680715","https://openalex.org/W2042687553","https://openalex.org/W2123042594","https://openalex.org/W2133665775","https://openalex.org/W2139137304","https://openalex.org/W2149694199","https://openalex.org/W2194775991","https://openalex.org/W2200825767","https://openalex.org/W2259424905","https://openalex.org/W2289524987","https://openalex.org/W2430642417","https://openalex.org/W2464308330","https://openalex.org/W2466310136","https://openalex.org/W2474450142","https://openalex.org/W2604231069","https://openalex.org/W2612645170","https://openalex.org/W2751225115","https://openalex.org/W2752782242","https://openalex.org/W2753230437","https://openalex.org/W2787460109","https://openalex.org/W2798487245","https://openalex.org/W2896892492","https://openalex.org/W2902024778","https://openalex.org/W2963617879","https://openalex.org/W2963619659","https://openalex.org/W2964178790","https://openalex.org/W2978788458","https://openalex.org/W2996430235","https://openalex.org/W2998286311","https://openalex.org/W3038106589","https://openalex.org/W3176427461","https://openalex.org/W3193453419","https://openalex.org/W3202400745","https://openalex.org/W4213117431","https://openalex.org/W4226022249","https://openalex.org/W4250462903","https://openalex.org/W4281976364","https://openalex.org/W4292318942","https://openalex.org/W4312722796","https://openalex.org/W4312920813","https://openalex.org/W4385801019","https://openalex.org/W4385937887","https://openalex.org/W4394744352","https://openalex.org/W6652100536","https://openalex.org/W6772706780","https://openalex.org/W6797489880"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4311888330","https://openalex.org/W2517641583","https://openalex.org/W1987537206"],"abstract_inverted_index":{"The":[0],"Rich":[1],"spatial":[2],"and":[3,35,67,88,90,107,116,130,156],"angular":[4,71],"information":[5,28,44,146],"in":[6,59,64,95,207],"light":[7,26,42],"field":[8,27,43],"images":[9],"enables":[10],"accurate":[11],"depth":[12,56,92,140,165],"estimation,":[13],"which":[14],"is":[15,73],"a":[16,80,121,131],"crucial":[17],"aspect":[18],"of":[19,25,54,158,204],"environmental":[20],"perception.":[21],"However,":[22],"the":[23,52,60,150,179,187,196],"abundance":[24],"also":[29],"leads":[30],"to":[31,109,134,195],"high":[32],"computational":[33,48,174,208],"costs":[34,137],"memory":[36],"pressure.":[37],"Typically,":[38],"selectively":[39],"pruning":[40],"some":[41],"can":[45],"significantly":[46],"improve":[47],"efficiency":[49,175],"but":[50,200],"at":[51,138],"expense":[53],"reduced":[55],"estimation":[57,83,93],"accuracy":[58,89,94,115,194],"pruned":[61],"model,":[62],"especially":[63],"low-texture":[65],"regions":[66],"occluded":[68],"areas":[69],"where":[70],"diversity":[72],"reduced.":[74],"In":[75],"this":[76],"study,":[77],"we":[78,119],"propose":[79],"lightweight":[81],"disparity":[82,123],"model":[84],"that":[85,170],"balances":[86],"speed":[87],"enhances":[91],"textureless":[96],"regions.":[97],"We":[98],"combined":[99],"cost":[100,111,124,159],"matching":[101,136],"methods":[102,199],"based":[103],"on":[104,176],"absolute":[105],"difference":[106],"correlation":[108],"construct":[110],"volumes,":[112,160],"improving":[113],"both":[114],"robustness.":[117],"Additionally,":[118],"developed":[120],"multi-scale":[122],"fusion":[125,155],"architecture,":[126],"employing":[127],"3D":[128],"convolutions":[129],"UNet-like":[132],"structure":[133,152],"handle":[135],"different":[139],"scales.":[141],"This":[142],"method":[143,172],"effectively":[144],"integrates":[145],"across":[147],"scales,":[148],"utilizing":[149],"UNet":[151],"for":[153],"efficient":[154,181],"completion":[157],"thus":[161],"yielding":[162],"more":[163],"precise":[164],"maps.":[166],"Extensive":[167],"testing":[168],"shows":[169],"our":[171,190],"achieves":[173,192],"par":[177],"with":[178,185,201],"most":[180],"existing":[182],"methods,":[183],"yet":[184],"double":[186],"accuracy.":[188],"Moreover,":[189],"approach":[191],"comparable":[193],"current":[197],"highest-accuracy":[198],"an":[202],"order":[203],"magnitude":[205],"improvement":[206],"performance.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
