{"id":"https://openalex.org/W2346725554","doi":"https://doi.org/10.1109/tpami.2015.2477811","title":"Depth Estimation and Specular Removal for Glossy Surfaces Using Point and Line Consistency with Light-Field Cameras","display_name":"Depth Estimation and Specular Removal for Glossy Surfaces Using Point and Line Consistency with Light-Field Cameras","publication_year":2015,"publication_date":"2015-09-11","ids":{"openalex":"https://openalex.org/W2346725554","doi":"https://doi.org/10.1109/tpami.2015.2477811","mag":"2346725554","pmid":"https://pubmed.ncbi.nlm.nih.gov/26372203"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2015.2477811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2015.2477811","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","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/A5048017779","display_name":"Michael Tao","orcid":"https://orcid.org/0000-0002-6312-4989"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael W. Tao","raw_affiliation_strings":["EECS Department at the University of California, Berkeley, in Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department at the University of California, Berkeley, in Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046487166","display_name":"Jong-Chyi Su","orcid":"https://orcid.org/0000-0002-7933-8308"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jong-Chyi Su","raw_affiliation_strings":["CSE Department, University of California, San Diego, La Jolla, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, University of California, San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044135785","display_name":"Ting-Chun Wang","orcid":"https://orcid.org/0000-0002-1522-2381"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting-Chun Wang","raw_affiliation_strings":["EECS Department at the University of California, Berkeley, in Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department at the University of California, Berkeley, in Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001594573","display_name":"Jitendra Malik","orcid":"https://orcid.org/0000-0003-3695-1580"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jitendra Malik","raw_affiliation_strings":["EECS Department at the University of California, Berkeley, in Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS Department at the University of California, Berkeley, in Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034754633","display_name":"Ravi Ramamoorthi","orcid":"https://orcid.org/0000-0003-3993-5789"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Ramamoorthi","raw_affiliation_strings":["CSE Department, University of California, San Diego, La Jolla, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSE Department, University of California, San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8029,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.97433541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"38","issue":"6","first_page":"1155","last_page":"1169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991999864578247,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/specular-reflection","display_name":"Specular reflection","score":0.7402616739273071},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7106024026870728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6932722330093384},{"id":"https://openalex.org/keywords/specular-highlight","display_name":"Specular highlight","score":0.6652771830558777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6021900177001953},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.5911872386932373},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5552552938461304},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5275290012359619},{"id":"https://openalex.org/keywords/specularity","display_name":"Specularity","score":0.511664867401123},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4260771870613098},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4165905714035034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3571041226387024},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2564041018486023},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09985905885696411},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0849674642086029},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08233028650283813}],"concepts":[{"id":"https://openalex.org/C118381688","wikidata":"https://www.wikidata.org/wiki/Q1079524","display_name":"Specular reflection","level":2,"score":0.7402616739273071},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7106024026870728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6932722330093384},{"id":"https://openalex.org/C50045419","wikidata":"https://www.wikidata.org/wiki/Q7575328","display_name":"Specular highlight","level":3,"score":0.6652771830558777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021900177001953},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.5911872386932373},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5552552938461304},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5275290012359619},{"id":"https://openalex.org/C2779456664","wikidata":"https://www.wikidata.org/wiki/Q972162","display_name":"Specularity","level":3,"score":0.511664867401123},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4260771870613098},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4165905714035034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3571041226387024},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2564041018486023},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09985905885696411},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0849674642086029},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08233028650283813},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2015.2477811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2015.2477811","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:26372203","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26372203","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 pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.712.413","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.712.413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cseweb.ucsd.edu/%7Eravir/specular_final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1165724355","display_name":null,"funder_award_id":"N00014-15-1-2013","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4578284195","display_name":null,"funder_award_id":"N00014-09-1-0741","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5193381093","display_name":null,"funder_award_id":"N00014-14-1-0332","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307786","display_name":"Adobe Systems","ror":"https://ror.org/059tvcg64"},{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F7525545622","display_name":"Adobe Research","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W153034902","https://openalex.org/W201905283","https://openalex.org/W1181295934","https://openalex.org/W1520390271","https://openalex.org/W1524528038","https://openalex.org/W1525882284","https://openalex.org/W1536827095","https://openalex.org/W1547678943","https://openalex.org/W1555072979","https://openalex.org/W1564611446","https://openalex.org/W1566351160","https://openalex.org/W1578285471","https://openalex.org/W1908470451","https://openalex.org/W1990309126","https://openalex.org/W1991135461","https://openalex.org/W1995754569","https://openalex.org/W2000083214","https://openalex.org/W2007165614","https://openalex.org/W2042680715","https://openalex.org/W2042687553","https://openalex.org/W2056182445","https://openalex.org/W2058429962","https://openalex.org/W2061640108","https://openalex.org/W2063366997","https://openalex.org/W2097373771","https://openalex.org/W2098883970","https://openalex.org/W2099388176","https://openalex.org/W2103274608","https://openalex.org/W2116093366","https://openalex.org/W2118877769","https://openalex.org/W2124805725","https://openalex.org/W2128359381","https://openalex.org/W2137549153","https://openalex.org/W2140209179","https://openalex.org/W2143789285","https://openalex.org/W2146452289","https://openalex.org/W2149694199","https://openalex.org/W2154636127","https://openalex.org/W2164601752","https://openalex.org/W2294985758","https://openalex.org/W2397854647","https://openalex.org/W2399305625","https://openalex.org/W2751023760","https://openalex.org/W6674875099","https://openalex.org/W6677548441","https://openalex.org/W6680097214","https://openalex.org/W6680865464"],"related_works":["https://openalex.org/W2412436235","https://openalex.org/W2123465971","https://openalex.org/W2126869631","https://openalex.org/W2019092544","https://openalex.org/W2754432226","https://openalex.org/W2588962948","https://openalex.org/W2027988061","https://openalex.org/W1955154017","https://openalex.org/W2359814477","https://openalex.org/W4380450492"],"abstract_inverted_index":{"Light-field":[0],"cameras":[1],"have":[2,15],"now":[3],"become":[4],"available":[5],"in":[6,70,147,203],"both":[7],"consumer":[8,210],"and":[9,12,38,99,109,118,181,199,212],"industrial":[10],"applications,":[11],"recent":[13],"papers":[14],"demonstrated":[16],"practical":[17,110],"algorithms":[18,202],"for":[19,35,42,82],"depth":[20,30,200],"recovery":[21],"from":[22,101,186],"a":[23,79,90,107,123],"passive":[24],"single-shot":[25],"capture.":[26],"However,":[27],"current":[28,195],"light-field":[29,97],"estimation":[31,201],"methods":[32],"are":[33,162],"designed":[34],"Lambertian":[36,49,152],"objects":[37],"fail":[39],"or":[40,44,75,154],"degrade":[41],"glossy":[43,83,167,187],"specular":[45,135,184,197],"surfaces.":[46,84,168],"The":[47],"standard":[48,151],"photoconsistency":[50],"measure":[51,156],"considers":[52],"the":[53,67,94,102,114,141,150,183,209],"variance":[54,74,153],"of":[55,93],"different":[56],"views,":[57],"effectively":[58],"enforcing":[59],"point-consistency,":[60],"i.e.,":[61],"that":[62,161,191],"all":[63],"views":[64],"map":[65],"to":[66,112,157],"same":[68],"point":[69],"RGB":[71],"space.":[72],"This":[73],"point-consistency":[76,155],"condition":[77],"is":[78],"poor":[80],"metric":[81,143],"In":[85],"this":[86],"paper,":[87],"we":[88,172],"present":[89,106,122],"novel":[91],"theory":[92],"relationship":[95],"between":[96],"data":[98],"reflectance":[100],"dichromatic":[103],"model.":[104],"We":[105,121,137,189],"physically-based":[108],"method":[111,193],"estimate":[113,176],"light":[115,178,215],"source":[116,179],"color":[117],"separate":[119],"specularity.":[120],"new":[124,142],"photo":[125],"consistency":[126],"metric,":[127],"line-consistency,":[128],"which":[129],"represents":[130],"how":[131,140],"viewpoint":[132],"changes":[133],"affect":[134],"points.":[136],"then":[138],"show":[139,190],"can":[144,173],"be":[145],"used":[146],"combination":[148],"with":[149,166],"give":[158],"us":[159],"results":[160],"robust":[163],"against":[164],"scenes":[165],"With":[169],"our":[170,192],"analysis,":[171],"also":[174],"robustly":[175],"multiple":[177,204],"colors":[180],"remove":[182],"component":[185],"objects.":[188],"outperforms":[194],"state-of-the-art":[196],"removal":[198],"real":[205],"world":[206],"scenarios":[207],"using":[208],"Lytro":[211,213],"Illum":[214],"field":[216],"cameras.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":5}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}
